DEIMS-SDR contains metadata to existing data repositories and linking dataset metadata to the respective eLTER facilility

the eLTER Central Data Node (CDN) currently contains storage of time series data (OGC SOS), geospatial data (OGC WMS/WFS) as well as files. The eLTER CDN is currently still under development and will be operational by mid 2024.

the eLTER DIP (EcoSense) is a web interface to view and access information on datasets shared

DEIMS-SDR REST-API shares information on sites, locations, sensors, datasets and networks as json

direct download using https/http request for datasets shared via B2SHARE

eLTER fosters an open data policy recommending CC-0 for any eLTER metadata. control of atuhorship of metadata is behind login wall of the catalogues (DEIMS-SDR, DAR). These are currently internal systems, but will be moved to an external system in the future.

General eLTER data policy fosters open data (CC-BY). Restrictions might apply for site based data under embargo before scientific publication. commercially sensitive data will have bespoke licenses.

updates are worked out in eLTER-PPP WP3 Data Management Plan and Data Policy. Will be available by 2025

implemented for DEIMS-SDR (API) as well as eLTER DAR

will be replaced by the eLTER RI Data Specification latest by 2025

local data provision could derive from that

information on metadata creation and update is provided as part of the MD model

currently implemented within the eLTER Digital Asset Register (DAR)

eLTER FIP 2022: This is the FIP for the eLTER Community representing the choices made in 2022.

Temperature of the air in a height of 1.7 meter, daily maximum

In accordance with common usage in geophysical disciplines, "flux" implies per unit area, called "flux density" in physics. "Vegetation" means any living plants e.g. trees, shrubs, grass. The specification of a physical process by the phrase "due_to_" process means that the quantity named is a single term in a sum of terms which together compose the general quantity named by omitting the phrase. The term "senescence" means loss of living biomass excluding plant death, e.g. leaf drop and other seasonal effects. The term refers to changes in the whole plant and is not confined only to leaf drop.

Trunk char height is a measure of the extent of fire height above ground which is measured from the base to the highest point of fire occurrence on the tree trunk. Maximum char height is measured at the community level using a 360° sweep at each sampling location.

CWD abundance per hectare (m2/hectare) is the abundance of CWD measured from all the plots/transects scaled to a hectare (100 x 100 m). They are calculated using the formula (see https://www.sciencedirect.com/science/article/pii/S037811270900783X)
Coarse woody debris abundance per hectare

This template allows for describing the benchmark procedure and other metadata of benchmarks performed with RiverBench tasks and datasets.

Please refer to RiverBench profiles and tasks using their permanent URLs (PURLs) with a specified version (not dev!). For example: https://w3id.org/riverbench/v/2.0.1/profiles/flat-mixed https://w3id.org/riverbench/v/2.0.1/tasks/flat-compression

In the benchmark metrics field, use the names of the metrics specified in the task definition that you have used.

If possible, link to the paper that reported this benchmark using the "cites as data source" field. This way, a citation of this paper will appear on RiverBench's website.

Describing a benchmark performed with RiverBench
RiverBench results for task ${protocolTaskValue} with profile ${protocolProfileValue}

link to benchmark code, if available (DOI preferable)

comment – any relevant information about the performed benchmark

DOI link to the benchmark paper: https://doi.org/[DOI]

link to dataset with benchmark results, if available (DOI preferable)

metric from the benchmark task, e.g., "Load time"

PURL of the used RiverBench profile, e.g., https://w3id.org/riverbench/v/2.0.1/profiles/flat-mixed

PURL of the used RiverBench task, e.g., https://w3id.org/riverbench/v/2.0.1/tasks/flat-compression

name of the tested system, e.g., "Apache Jena TDB2"

version tag of the tested system, e.g., "5.0.0"

Template: Describing a benchmark performed with RiverBench

Identification of height-range above valley floor influenced by boundary layer air/free troposphere.

MIME type, such as "text/csv" or "application/trig"

https://w3id.org/np/l/nanopub-query-1.1/repo/type/f90cda43071e5afd9dbbd07452380c057c26010dd4e1105cdc108f35fc7280c0?query=prefix%20rdfs%3A%20%3Chttp%3A%2F%2Fwww.w3.org%2F2000%2F01%2Frdf-schema%23%3E%0Aprefix%20np%3A%20%3Chttp%3A%2F%2Fwww.nanopub.org%2Fnschema%23%3E%0Aprefix%20npa%3A%20%3Chttp%3A%2F%2Fpurl.org%2Fnanopub%2Fadmin%2F%3E%0Aprefix%20npx%3A%20%3Chttp%3A%2F%2Fpurl.org%2Fnanopub%2Fx%2F%3E%0A%0Aselect%20%3Fthing%20%3Flabel%20where%20%7B%0A%20%20graph%20npa%3Agraph%20%7B%0A%20%20%20%20%3Fnp%20npa%3AhasValidSignatureForPublicKey%20%3Fpubkey%20.%0A%20%20%20%20filter%20not%20exists%20%7B%20%3Fnpx%20npx%3Ainvalidates%20%3Fnp%20%3B%20npa%3AhasValidSignatureForPublicKey%20%3Fpubkey%20.%20%7D%0A%20%20%20%20%3Fnp%20npx%3Aintroduces%20%3Fthing%20.%0A%20%20%20%20%3Fnp%20np%3AhasAssertion%20%3Fa%20.%0A%20%20%7D%0A%20%20graph%20%3Fa%20%7B%0A%20%20%20%20%3Fthing%20rdfs%3Alabel%20%3Flabel%20.%0A%20%20%20%20filter%28contains%28lcase%28str%28%3Flabel%29%29%2C%20lcase%28%22 %22%29%29%29%0A%20%20%7D%0A%7D%0Alimit%2010

Template: Declaring a FAIR Digital Object

https://query.knowledgepixels.com/repo/type/f90cda43071e5afd9dbbd07452380c057c26010dd4e1105cdc108f35fc7280c0?query=prefix%20rdfs%3A%20%3Chttp%3A%2F%2Fwww.w3.org%2F2000%2F01%2Frdf-schema%23%3E%0Aprefix%20np%3A%20%3Chttp%3A%2F%2Fwww.nanopub.org%2Fnschema%23%3E%0Aprefix%20npa%3A%20%3Chttp%3A%2F%2Fpurl.org%2Fnanopub%2Fadmin%2F%3E%0Aprefix%20npx%3A%20%3Chttp%3A%2F%2Fpurl.org%2Fnanopub%2Fx%2F%3E%0A%0Aselect%20%3Fthing%20%3Flabel%20where%20%7B%0A%20%20graph%20npa%3Agraph%20%7B%0A%20%20%20%20%3Fnp%20npa%3AhasValidSignatureForPublicKey%20%3Fpubkey%20.%0A%20%20%20%20filter%20not%20exists%20%7B%20%3Fnpx%20npx%3Ainvalidates%20%3Fnp%20%3B%20npa%3AhasValidSignatureForPublicKey%20%3Fpubkey%20.%20%7D%0A%20%20%20%20%3Fnp%20npx%3Aintroduces%20%3Fthing%20.%0A%20%20%20%20%3Fnp%20np%3AhasAssertion%20%3Fa%20.%0A%20%20%7D%0A%20%20graph%20%3Fa%20%7B%0A%20%20%20%20%3Fthing%20rdfs%3Alabel%20%3Flabel%20.%0A%20%20%20%20filter%28contains%28lcase%28str%28%3Flabel%29%29%2C%20lcase%28%22 %22%29%29%29%0A%20%20%7D%0A%7D%0Alimit%2010

This query is for auto-complete lookup of FDO types.

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>

select ?thing ?label where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np npx:introduces ?thing .
?np np:hasAssertion ?a .
}
graph ?a {
?thing rdfs:label ?label .
filter(contains(lcase(str(?label)), lcase(?_query)))
}
}
limit 10

This query returns all the nanopublications created in the last 30 days, sorted by recency.

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>

select distinct ?np ?label ?userid ?date where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:created ?date .
optional { ?np rdfs:label ?label . }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
filter not exists { ?np npx:hasNanopubType npx:ExampleNanopub . }
filter not exists { ?np npx:hasNanopubType npx:retracts . }
optional { ?np dct:creator ?userid . }
}
} order by desc(?date)

Peak acceleration measured on the earth surface when facing seismic events, like earthquakes.

This query returns the most used assertion templates of the last 30 days, considering the latest versions of these templates.
Get the most used templates of the last 30 days

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix nt: <https://w3id.org/np/o/ntemplate/>
prefix dct: <http://purl.org/dc/terms/>

select ?latest_template_np ?label (sum(?npcount) as ?overallcount) {
{ select ?template_np (count(distinct ?np) as ?npcount) where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np np:hasPublicationInfo ?i .
}
graph ?i {
?np nt:wasCreatedFromTemplate ?template_np .
}
} group by ?template_np }
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/type/", sha256(str(nt:AssertionTemplate)))) as ?atservice)
{ service ?atservice {
graph npa:networkGraph {
?latest_template_np npx:supersedes* ?template_np .
}
graph npa:graph {
?template_np npa:hasValidSignatureForPublicKey ?pubkey .
?latest_template_np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?latest_template_npx npx:invalidates ?latest_template_np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?template_np np:hasAssertion ?a .
}
graph ?a {
?a rdfs:label ?label .
}
} }
} group by ?latest_template_np ?label order by desc(?overallcount) limit 10

Size of planktic foraminifers in surface sediments, see https://doi.pangaea.de/10.1594/PANGAEA.126730
Size of planktic foraminifers in surface sediments

This account controls the RSA public key: MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAjcNDrKXOXlFUoRQwq35CmDOKa45/Im+WmTxvWat5tBBkPl0FybWJV/rPciL3dcVb3MqnsvIxuxvkx6bvhuf/ZNaRGPUTKCB1JR//i2PnBdBPvA70YrZVefHCjoO5ajQEYWFuv1aAM6JLwam0KpaRwFjnt5hIyjX9YuYN6n+qdLBr1gst9uEgnGslSiL8tVHd3fAQ2gGBfY5+oL1dVic6gi4qySNg4XGRbmGIdEA52cGRejS00rhnjg+nKY++KUuMV7AA63asvLDk0sPjIvCqOgMFgg8XgGYfpeItnqgwOYX8TgPFvoarh71xPLkAGNAH+0E6wjW1fROaxYcyOd5YUwIDAQAB

The amount of docosahexaenoic acid relative to dry weight in an individual.
Docosahexaenoic acid content per dry weight

The total area (in ha) of feral-free enclosures.

This query returns a list of FDOs, possibly restricted by type of search term.

prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix fdof: <https://w3id.org/fdof/ontology#>

select ?fdo ?label ?type ?np ?creator where {
graph npa:graph {
?np npx:hasNanopubType fdof:FAIRDigitalObject .
?np dct:creator ?creator .
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np np:hasAssertion ?a .
}
graph ?a {
?fdo fdof:hasInformationObjectType ?__type_iri .
bind(?__type_iri as ?type)
?fdo rdfs:label ?label .
bind(?__query as ?query)
filter(if(bound(?query), contains(lcase(str(?label)), lcase(?query)), true))
}
}

The mass of isobutylene divided by the volume of the mixture of isobutylene and chloroform, expressed as mass per unit volume.
Mass concentration of isobutylene in chloroform

is called - connects a formal identifier (left) to an informal human-readable name (right)

is a subclass of - states that all instances of the class/type to the left are also instances of the class/type to the right

is defined as follows: - connects an identifier (left) to a human-readable definition (right)

is related to - connects two things that are somehow related

Such a nanopublication defines a new FDO type to be used to classify FAIR Digital Objects (FDOs).

URI of a class that should be treated as fully synonymous

URI of a class/type that should be treated as fully synonymous

A digital image in the form of a vector graphic representation.

This account controls the RSA public key: MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAtRTiXjoubyy7fw0KGjHHhlK2LVvEmS4wEopweIxRFTV2uV2oFPSuY8+Leag5+zOC/RRF6yQNaFfInkLwBPa8knl+b+CAqMVqVMwaSwfIHR9Zzex6gjDuipLMzZ/95svetW/eKJ1ISODua2fjylESH4gU+UQoUFj4vOV8X4F+zMc6+FI4UE20lvEEFti4stRSh5VsNJvz8a4wUlSYCHD9uvaTXSYmMLejmXNC7Ot7PUNzoBQNYcsatDt28I7gbqYyA8OezH3IXguMUW6hT9Ix2rtr3Qmrow0SAMiWhDXs6Yivrb3YZweL+IETmwpsj6sDr3Dk36wjyzSCK0deyjgRwQIDAQAB

This feels like Jung's "Until you make the subconscious conscious, it will direct your life and you will call it fate." but on science. https://twitter.com/rtk254/status/1836209187300253978/photo/1

Source: https://mitpress.mit.edu/9780262553032/the-blind-spot/
(very excited to read!)

Happening now https://twitter.com/DeSciMic/status/1765391765358436666

TPO Inhibition and Altered Neurodevelopment

Risk assessment for benefits analysis: framework for analysis of a thyroid-disrupting chemical

MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAzaQ1+ecbf7L6nE0aWb+m
YlO/ykQJJGWM0HLetmJzF+mXsVE7zK06PUF5FErmEIQKnx0x0OafORHJ5bG1q5c9
njIL/tEqiESJk7azHgiKq4zNUNW/1NBsm2EtrYIqMhUkqUC8+pvRYxzDaCXLNkAR
yAu5n+EsJRLrd1+BmKJu1D0skcYYdpl4WQhBCA8CNZNpvApy+7Rx/h5X3Dzp4dxC
W0Q9LcBBPd69QwZ+BOBztGj9/iusdJWXfQcM7xiXSaRb8BqQrmfV3YJCKj+oxOiE
7kG0/lzyNpq869clikK0MTcyoq/l+9zbRctZKB0SXoXZjeEdJzLo3/xiODxtElQG
fwIDAQAB

With O1 resurfacing the claim "we are out of tokens😱" What are the best estimates for
how much data we can get?
+how much we can easily get?
+Deep thoughts on the subject

P.S. O1 is really just my excuse, we are working on scaling laws stuff and it is something we keep thinking about
The STLM project is amazing
@LeonGuertler et al. (need handles...)

@BlancheMinerva you wrote about it but I can't find it (I remember the bottom line of we are not even close, but I want the references evidence estimations and deeper thoughts)
@yanaiela @ShayneRedford @natolambert thoughts?

Sorprendente el nivel de analfabetismo numérico generalizado.

No hay duda alguna de que los números de votos publicados por el @cneesvzla fueron fabricados a partir de un número de votos totales y unos porcentajes "deseados". Y no al revés.

Es ridículamente incontestable. https://twitter.com/juanrallo/status/1818384481775985124

In the past 30 days, how often did you feel nervous?

Demonstration benchmark of flat compresssion.

RiverBench results for task flat-compression with profile flat-triples

This post is science
https://academic.oup.com/cdj/article-abstract/47/2/306/307338?login=false

This one too
https://academic.oup.com/cdj/article-abstract/47/2/306/307338?login=false

This is not a real benchmark! Just a demonstration. :)

This query returns some general user statistics in the form of number of valid/invalidated/accepted nanopublications published.

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix nt: <https://w3id.org/np/o/ntemplate/>
prefix bibo: <http://purl.org/ontology/bibo/>
prefix pav: <http://purl.org/pav/>

select ?key ?value where {
{
select ?key (count(?np) as ?value) where {

#==================== MULTI-VALUE PLACEHOLDER =====================#------ config: ------
{ select ?pkh { # <- VAR pkh
bind(?__pubkeyhashes as ?pubkeyhashes) # <- VAR __pubkeyhashes
bind(if(bound(?pubkeyhashes), ?pubkeyhashes, "") as ?vs) #
{select*{optional{?a ?b ?c}}limit 1} # (for some Virtuoso ver.) #
values ?x {0 1 2 3 4 5 6 7 8 9} values ?y {0 1 2 3 4 5 6 7 8 9} #
bind((10*?x)+?y as ?n) # (works up to a maximum of 100 values) #
bind(" " as ?sep) # (separator as single regex-compatible char) # <- CONST sep
bind(concat("^([^",?sep,"]*",?sep,"){",str(?n),"}") as ?p) #
bind(concat(?sep,".*") as ?p0) #
filter(if(?n=0,true,regex(?vs,?p))) # (?n=0 check for Viruoso) #
bind(replace(if(?n=0,?vs,replace(?vs,?p,"")),?p0,"") as ?pkh) # <- VAR pkh
filter(!bound(?pkh) || exists {?any_np npa:hasValidSignatureForPublicKeyHash ?pkh }) # Filter out the hashes for which no repo exists; try to do this better with future versions of Nanopub Query
} } #
#==================================================================#---------------------
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/pubkey/", ?pkh)) as ?pubkeyservice)
bind(if(bound(?pkh), ?pubkeyservice, <https://w3id.org/np/l/nanopub-query-1.1/repo/full>) as ?service) # Should be /meta once RDF4J bug is resolved and we can allow for >1 concurrent queries

service ?service { select distinct ?np ?invalidated { optional {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:creator ?_userid_iri .
bind( exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . } as ?invalidated )
}
} } }

bind(if(?invalidated,"invalidatedNpCount","validNpCount") as ?key)
values ?key { "invalidatedNpCount" "validNpCount" }

}
group by ?key ?invalidated
}
union
{
select ?key (sum(?npcount) as ?value) where {

bind("acceptedNpCount" as ?key)

optional { <x:> <x:> ?_userid_iri } # ensure grlc is picking up the placeholder

values ?npType {
<https://w3id.org/kpxl/pensoft/rio/terms/RIOJournalNanopub>
<https://w3id.org/kpxl/pensoft/bdj/terms/BiodiversityDataJournalNanopub>
<https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub>
}
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/type/", sha256(str(?npType)))) as ?service)

service ?service { select (count(distinct ?np) as ?npcount) where { optional {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np np:hasPublicationInfo ?i .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
{ {
graph ?i { ?np pav:authoredBy ?_userid_iri . }
} union {
graph ?i {
?np bibo:authorList ?authorList .
?authorList ?hasElement ?_userid_iri .
filter(strstarts(str(?hasElement), str(rdf:_)))
}
} }
} }
group by ?np
} }
group by ?key
}
}
order by ?key

This query returns the latest nanopublications from the given set of pubkey hashes and/or from the given user IRI.
Get the latest nanopublications from pubkeys/userid

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>

select ?np ?label ?pubkey ?date where {

#==================== MULTI-VALUE PLACEHOLDER =====================#------ config: ------
{ select ?pkh { # <- VAR pkh
bind(?__pubkeyhashes as ?pubkeyhashes) # <- VAR __pubkeyhashes
bind(if(bound(?pubkeyhashes), ?pubkeyhashes, "") as ?vs) #
{select*{optional{?a ?b ?c}}limit 1} # (for some Virtuoso ver.) #
values ?x {0 1 2 3 4 5 6 7 8 9} values ?y {0 1 2 3 4 5 6 7 8 9} #
bind((10*?x)+?y as ?n) # (works up to a maximum of 100 values) #
bind(" " as ?sep) # (separator as single regex-compatible char) # <- CONST sep
bind(concat("^([^",?sep,"]*",?sep,"){",str(?n),"}") as ?p) #
bind(concat(?sep,".*") as ?p0) #
filter(if(?n=0,true,regex(?vs,?p))) # (?n=0 check for Viruoso) #
bind(replace(if(?n=0,?vs,replace(?vs,?p,"")),?p0,"") as ?pkh) # <- VAR pkh
filter(!bound(?pkh) || exists {?any_np npa:hasValidSignatureForPublicKeyHash ?pkh }) # Filter out the hashes for which no repo exists; try to do this better with future versions of Nanopub Query
} } #
#==================================================================#---------------------
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/pubkey/", ?pkh)) as ?pubkeyservice)
bind(if(bound(?pkh), ?pubkeyservice, <https://w3id.org/np/l/nanopub-query-1.1/repo/full>) as ?service) # Should be /meta once RDF4J bug is resolved and we can allow for >1 concurrent queries

service ?service {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:created ?date .
?np dct:creator ?__userid_iri .
optional { ?np rdfs:label ?label }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
filter not exists { ?np npx:hasNanopubType npx:retracts . }
}
}
}
order by desc(?date)
limit 100

This query returns the latest nanopublications from the given set of pubkey hashes.
Get the latest nanopublications from pubkeys

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>

select ?np ?label ?pubkey ?date where {

#==================== MULTI-VALUE PLACEHOLDER =====================#------ config: ------
{ select ?pkh { # <- VAR pkh
bind(?_pubkeyhashes as ?vs) # <- VAR _pubkeyhashes
{select*{optional{?a ?b ?c}}limit 1} # (for some Virtuoso ver.) #
values ?x {0 1 2 3 4 5 6 7 8 9} values ?y {0 1 2 3 4 5 6 7 8 9} #
bind((10*?x)+?y as ?n) # (works up to a maximum of 100 values) #
bind(" " as ?sep) # (separator as single regex-compatible char) # <- CONST sep
bind(concat("^([^",?sep,"]*",?sep,"){",str(?n),"}") as ?p) #
bind(concat(?sep,".*") as ?p0) #
filter(if(?n=0,true,regex(?vs,?p))) # (?n=0 check for Viruoso) #
bind(replace(if(?n=0,?vs,replace(?vs,?p,"")),?p0,"") as ?pkh) # <- VAR pkh
filter(!bound(?pkh) || exists {?any_np npa:hasValidSignatureForPublicKeyHash ?pkh }) # Filter out the hashes for which no repo exists; try to do this better with future versions of Nanopub Query
} } #
#==================================================================#---------------------
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/pubkey/", ?pkh)) as ?pubkeyservice)

service ?pubkeyservice {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:created ?date .
?np dct:creator ?__userid_iri .
optional { ?np rdfs:label ?label }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
filter not exists { ?np npx:hasNanopubType npx:retracts . }
}
}
}
order by desc(?date)
limit 100

This query returns the latest nanopublications from the given user IRI.
Get the latest nanopublications from userid

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>

select ?np ?label ?pubkey ?date where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:created ?date .
?np dct:creator ?_userid_iri .
optional { ?np rdfs:label ?label }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
filter not exists { ?np npx:hasNanopubType npx:retracts . }
}
}
order by desc(?date)
limit 100

This query returns some general user statistics from the given pubkey hashes in the form of number of valid/invalidated/accepted nanopublications published.

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix nt: <https://w3id.org/np/o/ntemplate/>
prefix bibo: <http://purl.org/ontology/bibo/>
prefix pav: <http://purl.org/pav/>

select ?key ?value where {
{
select ?key (count(?np) as ?value) where {

#==================== MULTI-VALUE PLACEHOLDER =====================#------ config: ------
{ select ?pkh { # <- VAR pkh
bind(?_pubkeyhashes as ?vs) # <- VAR _pubkeyhashes
{select*{optional{?a ?b ?c}}limit 1} # (for some Virtuoso ver.) #
values ?x {0 1 2 3 4 5 6 7 8 9} values ?y {0 1 2 3 4 5 6 7 8 9} #
bind((10*?x)+?y as ?n) # (works up to a maximum of 100 values) #
bind(" " as ?sep) # (separator as single regex-compatible char) # <- CONST sep
bind(concat("^([^",?sep,"]*",?sep,"){",str(?n),"}") as ?p) #
bind(concat(?sep,".*") as ?p0) #
filter(if(?n=0,true,regex(?vs,?p))) # (?n=0 check for Viruoso) #
bind(replace(if(?n=0,?vs,replace(?vs,?p,"")),?p0,"") as ?pkh) # <- VAR pkh
filter(!bound(?pkh) || exists {?any_np npa:hasValidSignatureForPublicKeyHash ?pkh }) # Filter out the hashes for which no repo exists; try to do this better with future versions of Nanopub Query
} } #
#==================================================================#---------------------
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/pubkey/", ?pkh)) as ?pubkeyservice)

service ?pubkeyservice { select distinct ?np ?invalidated { optional {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:creator ?_userid_iri .
bind( exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . } as ?invalidated )
}
} } }

bind(if(?invalidated,"invalidatedNpCount","validNpCount") as ?key)
values ?key { "invalidatedNpCount" "validNpCount" }

}
group by ?key ?invalidated
}
union
{
select ?key (sum(?npcount) as ?value) where {

bind("acceptedNpCount" as ?key)

values ?npType {
<https://w3id.org/kpxl/pensoft/rio/terms/RIOJournalNanopub>
<https://w3id.org/kpxl/pensoft/bdj/terms/BiodiversityDataJournalNanopub>
<https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub>
}
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/type/", sha256(str(?npType)))) as ?service)

service ?service { select (count(distinct ?np) as ?npcount) where { optional {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np np:hasPublicationInfo ?i .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
{ {
graph ?i { ?np pav:authoredBy ?_userid_iri . }
} union {
graph ?i {
?np bibo:authorList ?authorList .
?authorList ?hasElement ?_userid_iri .
filter(strstarts(str(?hasElement), str(rdf:_)))
}
} }
} }
group by ?np
} }
group by ?key
}
}
order by ?key

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix nt: <https://w3id.org/np/o/ntemplate/>
prefix bibo: <http://purl.org/ontology/bibo/>
prefix pav: <http://purl.org/pav/>

select ?key ?value where {
{
select ?key (count(?np) as ?value) where {

graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:creator ?_userid_iri .
bind( exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . } as ?invalidated )
}

bind(if(?invalidated,"invalidatedNpCount","validNpCount") as ?key)
values ?key { "invalidatedNpCount" "validNpCount" }

}
group by ?key ?invalidated
}
union
{
select ?key (sum(?npcount) as ?value) where {

bind("acceptedNpCount" as ?key)

optional { <x:> <x:> ?_userid_iri } # ensure grlc is picking up the placeholder

values ?npType {
<https://w3id.org/kpxl/pensoft/rio/terms/RIOJournalNanopub>
<https://w3id.org/kpxl/pensoft/bdj/terms/BiodiversityDataJournalNanopub>
<https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub>
}
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/type/", sha256(str(?npType)))) as ?service)

service ?service { select (count(distinct ?np) as ?npcount) where { optional {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np np:hasPublicationInfo ?i .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
{ {
graph ?i { ?np pav:authoredBy ?_userid_iri . }
} union {
graph ?i {
?np bibo:authorList ?authorList .
?authorList ?hasElement ?_userid_iri .
filter(strstarts(str(?hasElement), str(rdf:_)))
}
} }
} }
group by ?np
} }
group by ?key
}
}
order by ?key

FAIR Digital Object: Example compound FDO

Declaring a FAIR Digital Object (extended)

Template: Declaring a FAIR Digital Object (extended)

The amount of cloudiness or clear sky at a study site.

(CF standard name) The optical thickness is the integral along the path of radiation of a volume scattering/absorption/attenuation coefficient. The radiative flux is reduced by a factor exp(-optical_thickness) on traversing the path. The atmosphere optical thickness applies to radiation passing through the entire atmosphere. A coordinate variable of radiation_wavelength or radiation_frequency can be specified to indicate that the optical thickness applies at specific wavelengths or frequencies. "Aerosol" means the system of suspended liquid or solid particles in air (except cloud droplets) and their carrier gas, the air itself. "Ambient_aerosol" means that the aerosol is measured or modelled at the ambient state of pressure, temperature and relative humidity that exists in its immediate environment. "Ambient aerosol particles" are aerosol particles that have taken up ambient water through hygroscopic growth. The extent of hygroscopic growth depends on the relative humidity and the composition of the particles. The specification of a physical process by the phrase due_to_process means that the quantity named is a single term in a sum of terms which together compose the general quantity named by omitting the phrase.

Hot take - under VC fueled hyper-competitive winner-take-all market dynamics, pursuing product market *fit* tends to lead to creation of product market *traps*.
Also feels related to @doctorow 's enshittification concept https://twitter.com/Noahpinion/status/1831962161150881829

h/t @GordonBrianR for bringing this intriguing research to my attention

-----BEGIN PUBLIC KEY-----
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAkZqFrE/i7b0Uwvf03Al9
ijLd2B2lczvDoTj6Nw3K3odcyzt04ojVGn6MJOgjxZGpneIJpT5X7RqUfUSe3KvU
A+MDN4uBIhRWLfAsbKgEDLKr72jyAc+okZIEmfjaxST7L8z8wbj6QuFOWg9u4m0W
W2Ja0AisIaRG7QrWlW201kpNTjdRy2COGHy78izwibBNF9Z3y0bm50TN1gWTiArW
TXsMRYFQFPZW/eQ0UmMRG1QHk8oJwxhExgDdtO/BiWYkHcChk3wkHlJ76dfAKTlP
DNaFtaMchnaFIXdjCHMFhnfKX2jwzUtqVOajvA9IghZBLIjZU1uTHfCtL91OibeU
vwIDAQAB
-----END PUBLIC KEY-----

This account controls the RSA public key: -----BEGIN PUBLIC KEY-----
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAkZqFrE/i7b0Uwvf03Al9
ijLd2B2lczvDoTj6Nw3K3odcyzt04ojVGn6MJOgjxZGpneIJpT5X7RqUfUSe3KvU
A+MDN4uBIhRWLfAsbKgEDLKr72jyAc+okZIEmfjaxST7L8z8wbj6QuFOWg9u4m0W
W2Ja0AisIaRG7QrWlW201kpNTjdRy2COGHy78izwibBNF9Z3y0bm50TN1gWTiArW
TXsMRYFQFPZW/eQ0UmMRG1QHk8oJwxhExgDdtO/BiWYkHcChk3wkHlJ76dfAKTlP
DNaFtaMchnaFIXdjCHMFhnfKX2jwzUtqVOajvA9IghZBLIjZU1uTHfCtL91OibeU
vwIDAQAB
-----END PUBLIC KEY-----

Get some general user statistics from user pubkeys

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix nt: <https://w3id.org/np/o/ntemplate/>
prefix bibo: <http://purl.org/ontology/bibo/>
prefix pav: <http://purl.org/pav/>

select ?key ?value where {
{
select ?key (count(?np) as ?value) where {

#==================== MULTI-VALUE PLACEHOLDER =====================#------ config: ------
{ select ?pkh { # <- VAR pkh
bind(?_pubkeyhashes as ?vs) # <- VAR _pubkeyhashes
{select*{optional{<x:> <x:> <x:>}}} # (for some Virtuoso ver.) #
values ?x {0 1 2 3 4 5 6 7 8 9} values ?y {0 1 2 3 4 5 6 7 8 9} #
bind((10*?x)+?y as ?n) # (works up to a maximum of 100 values) #
bind(" " as ?sep) # (separator as single regex-compatible char) # <- CONST sep
bind(concat("^([^",?sep,"]*",?sep,"){",str(?n),"}") as ?p) #
bind(concat(?sep,".*") as ?p0) #
filter(if(?n=0,true,regex(?vs,?p))) # (?n=0 check for Viruoso) #
bind(replace(if(?n=0,?vs,replace(?vs,?p,"")),?p0,"") as ?pkh) # <- VAR pkh
filter(!bound(?pkh) || exists {?any_np npa:hasValidSignatureForPublicKeyHash ?pkh }) # Filter out the hashes for which no repo exists; try to do this better with future versions of Nanopub Query
} } #
#==================================================================#---------------------
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/pubkey/", ?pkh)) as ?pubkeyservice)

service ?pubkeyservice { select distinct ?np ?invalidated { optional {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:creator ?_userid_iri .
bind( exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . } as ?invalidated )
}
} } }

bind(if(?invalidated,"invalidatedNpCount","validNpCount") as ?key)
values ?key { "invalidatedNpCount" "validNpCount" }

}
group by ?key ?invalidated
}
union
{
select ?key (sum(?npcount) as ?value) where {

bind("acceptedNpCount" as ?key)

values ?npType {
<https://w3id.org/kpxl/pensoft/rio/terms/RIOJournalNanopub>
<https://w3id.org/kpxl/pensoft/bdj/terms/BiodiversityDataJournalNanopub>
<https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub>
}
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/type/", sha256(str(?npType)))) as ?service)

service ?service { select (count(distinct ?np) as ?npcount) where { optional {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np np:hasPublicationInfo ?i .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
{ {
graph ?i { ?np pav:authoredBy ?_userid_iri . }
} union {
graph ?i {
?np bibo:authorList ?authorList .
?authorList ?hasElement ?_userid_iri .
filter(strstarts(str(?hasElement), str(rdf:_)))
}
} }
} }
group by ?np
} }
group by ?key
}
}
order by ?key

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>

select ?np ?label ?pubkey ?date where {

#==================== MULTI-VALUE PLACEHOLDER =====================#------ config: ------
{ select ?pkh { # <- VAR pkh
bind(?_pubkeyhashes as ?vs) # <- VAR _pubkeyhashes
{select*{optional{<x:> <x:> <x:>}}} # (for some Virtuoso ver.) #
values ?x {0 1 2 3 4 5 6 7 8 9} values ?y {0 1 2 3 4 5 6 7 8 9} #
bind((10*?x)+?y as ?n) # (works up to a maximum of 100 values) #
bind(" " as ?sep) # (separator as single regex-compatible char) # <- CONST sep
bind(concat("^([^",?sep,"]*",?sep,"){",str(?n),"}") as ?p) #
bind(concat(?sep,".*") as ?p0) #
filter(if(?n=0,true,regex(?vs,?p))) # (?n=0 check for Viruoso) #
bind(replace(if(?n=0,?vs,replace(?vs,?p,"")),?p0,"") as ?pkh) # <- VAR pkh
filter(!bound(?pkh) || exists {?any_np npa:hasValidSignatureForPublicKeyHash ?pkh }) # Filter out the hashes for which no repo exists; try to do this better with future versions of Nanopub Query
} } #
#==================================================================#---------------------
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/pubkey/", ?pkh)) as ?pubkeyservice)

service ?pubkeyservice {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:created ?date .
?np dct:creator ?__userid_iri .
optional { ?np rdfs:label ?label }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
filter not exists { ?np npx:hasNanopubType npx:retracts . }
}
}
}
order by desc(?date)
limit 100

I just started reading "After The Music Stopped" by Alan Blinder to better understand the financial crisis of 08. I'd like to learn more about the financial landscape (instruments & policy) + inform my understanding of our current financial situation. https://www.goodreads.com/book/show/21996230

The risk is not machines thinking like people, but rather people thinking like machines https://twitter.com/MishaTeplitskiy/status/1838255047433654623

Geographic azimuth (relative to true north) at a point observation location, of a horizontal line contained in a sedimentary rock bedding surface. The bedding surface must not be horizontal; the azimuth is reported such that the dip direction of the inclined bedding is to the right when facing in the azimuth direction.

date of last COVID-19 PCR test performed by a certified laboratory

Correlation of dose and response for nanomaterials toxicity assessment requires information on the amount of the applied dose of nanomaterial that has been internalised by a cell population (or per specific cell) and is dependent on a number of factors including the exposure time, the particle density (i.e., whether settling occurs and thus the distribution of particles in the medium is non-homogeneous affecting the local concentration at the cell surface) etc.
dose of applied nanomaterial internalised by a specific cell population (or per single cell) -mass per cell area

The proportion of the ground area covered by foliage (or photosynthetic tissue) held in a vertical plane. Foliage Projective Cover is usually expressed as the percentage of ground covered by foliage and can be separated according to vegetation strata.

Part of terrestrial Ecosystem distribution of terrestrial EUNIS Habitats EBV, probability of occurence of EUNIS habitats within contiguous spatial units (grid cells of 100x100 m) across the EU over 1 year time

This query returns the latest nanopublications published of the given type
Get the latest nanopublications of given type

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>

select ?np ?label ?pubkey ?date where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:created ?date .
?np npx:hasNanopubType ?_type_iri .
optional { ?np rdfs:label ?label }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
filter not exists { ?np npx:hasNanopubType npx:retracts . }
}
}
order by desc(?date)
limit 100

This variable is part of the EBV Connectivity of terrestrial ecosytem habitat types and helps to measure the degree of connection of EUNIS habitats within a landsacpe, in terms of their spatial distribution. https://github.com/EuropaBON/EBV-Descriptions/wiki/Terrestrial-Connectivity-of-terrestrial-ecosystem-habitat-types
Distance to nearest neighbour habitat patch

Biological sex [female | male | intersex | unknown]

Number of nights in a 3-star hotel near the sea shore

Resting blood pressure systolic/diastolic in millimeters of mercury (mmHg)

The amount of carbon consumed by an organism at non-limiting concentration of food relative to the individual dry weight measured at 15°C. It is expressed as μg C mg DW−1 h−1
Mass specific-ingestion Carbon rate at 15 °C
Weight specific-ingestion Carbon rate at 15 °C

Concentration of DDT in a given year at a site impacted by industry.

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix nt: <https://w3id.org/np/o/ntemplate/>
prefix dct: <http://purl.org/dc/terms/>

select ?template_np ?label (sum(?npcount) as ?overallcount) {
{ select ?used_template_np (count(distinct ?np) as ?npcount) where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np np:hasPublicationInfo ?i .
}
graph ?i {
?np nt:wasCreatedFromTemplate ?used_template_np .
}
} group by ?used_template_np }
bind(uri(concat("https://w3id.org/np/l/nanopub-query-1.1/repo/type/", sha256(str(nt:AssertionTemplate)))) as ?atservice)
{ service ?atservice {
graph npa:networkGraph {
?template_np npx:supersedes* ?used_template_np .
}
graph npa:graph {
?used_template_np npa:hasValidSignatureForPublicKey ?pubkey .
?template_np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?template_npx npx:invalidates ?template_np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?used_template_np np:hasAssertion ?a .
}
graph ?a {
?a rdfs:label ?label .
}
} }
} group by ?template_np ?label order by desc(?overallcount) limit 10

It's not a real benchmark! Just a demo nanopublication.

FIP.29.W.1 | CDS Summer Training Week 2024 - FAIR Implementation for Research Communities

This is NOT a benchmark really! It's a demonstration for Nano Sessions <3

The sheet resistance of a 5-nanometer-thick layer of gold.

GRAD-Aerosols is the sub-group handling global surface aerosol measurements.
National Oceanic & Atmospheric Administration, Global Monitoring Laboratory, Global Radiation Aerosols and Clouds, Aerosol Group

This query returns the latest version(s) of a given nanopublication, if any.
Get the latest version of a nanopublication

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix dct: <http://purl.org/dc/terms/>

select ?latest ?date where {
graph npa:graph {
?_np_iri npa:hasValidSignatureForPublicKey ?pubkey .
?latest npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?latest ; npa:hasValidSignatureForPublicKey ?pubkey . }
?latest dct:created ?date .
}
graph npa:networkGraph {
?latest (npx:supersedes)* ?_np_iri .
}
}

This query returns all user IDs, introductions, and associated pubkeys.

prefix np: <http://www.nanopub.org/nschema#>
prefix npx: <http://purl.org/nanopub/x/>
prefix npa: <http://purl.org/nanopub/admin/>
prefix dct: <http://purl.org/dc/terms/>
prefix foaf: <http://xmlns.com/foaf/0.1/>

select ?user ?name ?intronp ?date ?pubkey where {
graph npa:graph {
?intronp npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?intronpx npx:invalidates ?intronp ; npa:hasValidSignatureForPublicKey ?pubkey . }
?intronp dct:created ?date .
?intronp np:hasAssertion ?a .
}
graph ?a {
?keydeclaration npx:declaredBy ?user .
optional {
?user foaf:name ?name .
}
}
}
order by ?user desc(?date)

C-SPARQL engines take as input a stream of triples (flat RDF triple stream). This input is then windowed, turning the flat stream into an RDF graph stream. The windowing can be either "logical" (based on time of arrival) or "physical" (based on fixed triple count).

Flat RDF triple stream is used in S1793351X10000936

The CQELS engine takes as input a sequence of "RDF datasets at timestamp t". Note that the paper really refers to RDF graphs, not RDF datasets, because a dataset at timestamp t is defined there as "a set of RDF triples valid at time t". Hence, this is an RDF graph stream.

RDF graph stream is used in 978-3-642-25073-6_24

test content

test content 2

test content 3

This account controls the RSA public key: MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxV9TyP5fo0HfRECjn3h6vsmijbuSbtzTvTODH2jaYDu7hjLTv3t/B4ILbSkVq4YprznWp3oMscBMyM+FTYbC4OggESHFVscZN2SLxU9At02ph9vRdlrtedOlhDjXRPEgL/q/IAiBU4wN596DNW72bFjFkwxs9LjE14gmuYNUSJhDCtlHgSB1yGZnEANOVIIS6FKQEyVQz9t2S84msd8Sd8VKwwiEpDoMZyQa0//58z0nWnEwhQg0eOU5aFeCoI0t9XpSZmsMs/v48a1SbG/f4m7v+g0Dh+bf4fjjydhCr97d1x9PYmF3JUbiBoG0G2P1EM5gsueAqW/EOj4UXyPG5wIDAQAB

This account controls the RSA public key: MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAx5wjRhzRIYgosHf6KaVNFK16mceet/QRqhGkx21V+GL/14p1DbpPClEPgztIHO2kwfMSSXxCAi0O1kGFpS0oFCex3ryKGmnwX3xoFe3toZFRkzvxc9YS/5x/6E1vzUwsC7OuLmwtANTdxnHug56YmlGt7MBjgmW0b/UoZh6ffInaLUNs9oitaHnR2uHVwTZE5QTKGHspd7gpa/2gR85qRyc9H4Lb2PeTyMyTb79fMq95krpYaOmKtHUXZbt5PPNV4VAa8w0F+bZgsv0TWfoyIswy7rYe064JI0WzqZ/zR9HJFp5GpZgG22d0BzrN56hwML2iRb/FdZpNVKuW1Mlc7QIDAQAB

"a preprint gathers ~75% of its lifetime views in the first month! After that, metrics decline dramatically"

So 6 months before it appears in the journal that accepts it, perhaps ~1 year before submission to a journal that rejects it...

https://quantixed.org/2024/09/24/exploding-impacting-looking-at-biorxiv-preprint-view-dynamics-with-r/ via @clathrin

Not quite - the data are just for the preprint. I don’t think Steve compared absolute numbers of views preprint bs journal. Still possible the journal version is viewed substantially, more just later (and journal views follow a similar curve).

"Peer review...for centuries the standard tool to determine an academic paper’s suitability for publication".

https://www.nature.com/articles/d41586-024-02943-z?utm_source=dlvr.it&utm_medium=twitter&error=cookies_not_supported&code=3aece27d-b313-46e1-bcf1-1ecf2c746579

No. The term is only a few decades old and Nature itself didn't it routinely until the 1970s. 1/3

More on the history of peer review here and refs within https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3002234 2/3

That said, lots to agree with in the statement that "unprofessional peer review is that which is unethical, irrelevant, mean-spirited or cruel and lacking constructive criticism". Lot of that about in both formal and informal peer review.. 3/3

Antitrust arguments against publishers “just don't stack up”

Good piece from @deevybee on how there are many issues with publishing but the new lawsuit misses the point http://deevybee.blogspot.com/2024/09/prodding-behemoth-with-stick.html

@deevybee I suspect many academics will cheer this action from the sideline without really thinking about the details, what/where the real problems are, not to mention their own role https://x.com/PracheeAC/status/1834952040935518272

Speaking of which. Reason number 294 why publishing costs are higher than everyone assumes because of staff time: hours and hours dealing with petty author grievances like this https://x.com/aemonten/status/1834932536490725603

---
title: "[[EVD]] - some random evd - [[@source]]"
url: https://roamresearch.com/#/app/roamjs-dev/page/DV-waoZVD
author: Michael Gartner
date: Wed Sep 25 2024 20:26:04 GMT-0600 (Central Standard Time)
---

- ## Evidence Description [ℹ](m2cRZ6Os5)
- ## Snippets [ℹ](bloFHUOCc)
- ## Grounding Context [ℹ](a__twAjyo)
- ## How central is this evidence to the claim at hand?
- {{[slider](https://roamresearch.com/#/app/roamjs-dev/page/gmJ2e8hja)

is a - asserts that the thing on the left belongs to the class on the right

Such a nanopublication assigns an individual to a class.

Template: Assigning an individual to a class

Template: Expressing that you know somebody

Class: RA66vcP_zC is a SuggestedTemplateToGetStarted

RA66vcP_zC is a SuggestedTemplateToGetStarted

This queries returns a list of suggested templates to get started, so it can be shown e.g. on Nanodash.

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix dct: <http://purl.org/dc/terms/>

select ?template_np ?label ?date where {
graph npa:graph {
?np npx:hasNanopubType <https://w3id.org/kpxl/gen/terms/SuggestedTemplateToGetStarted> .
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np dct:created ?date .
?np np:hasAssertion ?a .
}
graph ?a {
?template_np a <https://w3id.org/kpxl/gen/terms/SuggestedTemplateToGetStarted> .
}
} order by desc(?date)

RAX_4tWTyj is a SuggestedTemplateToGetStarted

RAvMcjsLaM is a SuggestedTemplateToGetStarted

RAqBzkF9Yn is a SuggestedTemplateToGetStarted

RA580k5zFL is a SuggestedTemplateToGetStarted

RAwzk1ZZxs is a SuggestedTemplateToGetStarted

RA3gQDMnYb is a SuggestedTemplateToGetStarted

RA95PFSIiN is a SuggestedTemplateToGetStarted

RAQIX0i-Lj is a SuggestedTemplateToGetStarted

RAxfD9wQMH is a SuggestedTemplateToGetStarted

RAWcbb3lRQ is a SuggestedTemplateToGetStarted

This query performs a full-text search on the nanopublication labels.

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix dct: <http://purl.org/dc/terms/>
prefix search: <http://www.openrdf.org/contrib/lucenesail#>

select ?np ?label ?date where {
graph npa:graph {
?np rdfs:label ?label .
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:created ?date .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
?np search:matches [
search:query ?_query ;
search:property rdfs:label ;
search:score ?score ;
search:snippet ?snippet ] .
}
limit 10

This query returns autocomplete suggestions for full-text queries. The 'query' parameter needs to be a single token ending in '*', e.g. 'ab*'.

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix dct: <http://purl.org/dc/terms/>
prefix search: <http://www.openrdf.org/contrib/lucenesail#>

select distinct ?suggestion {
{ select ?suggestion where {
graph npa:graph {
?np rdfs:label ?label .
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:created ?date .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
filter(!contains(?_query, " "))
filter(strEnds(?_query, "*"))
?np search:matches [
search:query ?_query ;
search:property rdfs:label ;
search:score ?score ;
search:snippet ?snippet ] .
bind(replace(?snippet, ".*(.*).*", "$1") as ?suggestion)
} limit 100 }
} group by ?suggestion

human - any member of Homo sapiens, unique extant species of the genus Homo, from embryo to adult

Carl Johnson - protagonist of the 2004 video game Grand Theft Auto: San Andreas

fictional character - fictional human or non-human character in a narrative work of art

This account controls the RSA public key: MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAoWnFEGlZ+R+2NJY77FDx7V6i9yzOIShV/q9x/E3EmPuWxjjDFJ+mftaC9OcZVmP3rX4sXybDLJlRgUJZFM62n+diXE4kEJOeUGvdHW+yGecVgVR9xIjoooC8LVqk+uxAtUBRXIv1VOrqGbreE4TcxY0fBTSIpMTXnzacer/b3vEDgY2WQBWATOI82akN/HPOknos4cFA3G+iyGATn489EAqq0NmQzO6wRnKj+61ZMEp3PdzWQJ6fxNd5RxSxukpzuX2Hei2cU8q0A0JVXgzrESdxaxpevkyA06zMUssKEX1LRgY+C9DccbC/pDfvoKhdGe+oAdkSB3Oh2iN3N26nnwIDAQAB

New paper alert! 🚨 We've been exploring the impact of context on LLM performance evaluation. Turns out, evaluating models on individual examples might not tell the whole story. #MachineLearning #AI

Our findings suggest that batch evaluation allows models to identify patterns and tendencies, leading to more nuanced assessments. Plus, a two-step decision process (analysis + scoring) shows promising results. Exciting times for ML eval! 📊🧠

To learn more, check out the paper: https://arvix.org/abs/2207.15796

This account controls the RSA public key: MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA3KSlDncKI82lvoggVVLJkbCWLp3DWKLZCO+BnBIpToZEUWCTh8RPDX4sDKVxSLiLfPI+/doKXqsdcaRKInW8AoTbpZe+0Z/fNv+mr/ZYtE/WQpnVcMD5yZKwwxcdaou8pALlY7tUKEIYCu+LfaXZ5DQPN70TjFqSMkCa3t9o6f6orkrBdMSB2Qr9ASkxwtxn+Uht6etQZL7Tnru3NuBahxgR4SLml00n8a6Bf1tIFZMVTUSucjOaM3gytcAHl40JYT4lbWG3SZouwCKJKP5cWuE9zIC3eqyOx0+Y2MGhgwbnSp0Q7aOyW0glpOoUPpOOMk1UALpNk/FYtNeximspqQIDAQAB

This is science
https://en.wikipedia.org/wiki/Villares_de_Yeltes

I bet most people making fun of @hubermanlab didn't know this. https://twitter.com/kareem_carr/status/1788947301093769289

This resonates.
En route to remaining one of our biggest blind spots in the 21st century https://twitter.com/rtk254/status/1838005173999779885/photo/1

Downright 💪PUMPED💪 to find out that D&C-PC, my first postdoc paper, has been 🎉accepted🎉 to NeurIPS 2024! See you guys in Vancouver!

My endless thanks to @Hao_Wu_ and @TommSalvatori for helping to write the paper I've been wanting to write since I entered grad-school. https://twitter.com/EliSennesh/status/1823164927248318565

Don't make me tap the sign https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/building-machines-that-learn-and-think-like-people/A9535B1D745A0377E16C590E14B94993 https://twitter.com/sea_snell/status/1838417729508057589

Formula One driver - racing automobile driver competing in Formula One

Sebastian Vettel is a Formula One driver

This account controls the RSA public key: MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAow9pmo1Bk085UnCkYwfE/5m8tCEOIDYyv4rA4AYVtGPZmvK4R2Yy7MNUnMKQ5MdMIXbJ1wZHdbbq1lchKspiMkhtyOmW59G5DMdlBvWOKs9pLLCJTNoE4Ev/ACrFUusugnz/XhkZ1Sm/VJElsVPVSFnzfJ1kuH5DXQJvWzIt/Sj8MUvVTaeph/H/T9hOUHZ8LtG0Vkc3nVMfxIv6WbTC8huD8mnzdNtLz/9pSTqQDfcFLFlwNQzuxFOtJYt3VHqmcuEAPcgyekAa6fZsONq3myGV1k8SEVmYtXoevQ0eFJ1FK4B0/KG5Z2I9DkrcWEnJITdjQ5MP0lUpJbsWd8uagwIDAQAB

entrepreneur - person who owns and operates a business

Steve Jobs - American entrepreneur; co-founder of Apple Inc. (1955–2011)

chief executive officer - highest-ranking corporate officer

inventor - person that devises a new device, method, composition, or process

visionary - one who can envision the future

the species specifically occurs in Madagascar dry deciduous forests

tropical dry broadleaf forest - A tropical broadleaf forest which 1) s subject to a year-round warm climate 2) may receive several hundred centimeters or rain per year and 3) are subject to long dry seasons which last several months.

7ad8f87f-e7c1-4094-bd63-7662f167e9cb - has habitat - tropical dry broadleaf forest

Scarabaeus viettei (Paulian, 1953) (species) - has habitat - tropical dry broadleaf forest

Scarabaeus viettei (Paulian, 1953) (species)

Density (particle per cm3) of electrons measured in the Solar Wind.

Estimating Reaction Barriers with Deep Reinforcement Learning
Stable states in complex systems correspond to local minima on the associated potential energy surface. Transitions between these local minima govern the dynamics of such systems. Precisely determining the transition pathways in complex and high-dimensional systems is challenging because these transitions are rare events, and isolating the relevant species in experiments is difficult. Most of the time, the system remains near a local minimum, with rare, large fluctuations leading to transitions between minima. The probability of such transitions decreases exponentially with the height of the energy barrier, making the system's dynamics highly sensitive to the calculated energy barriers. This work aims to formulate the problem of finding the minimum energy barrier between two stable states in the system's state space as a cost-minimization problem. It is proposed to solve this problem using reinforcement learning algorithms. The exploratory nature of reinforcement learning agents enables efficient sampling and determination of the minimum energy barrier for transitions.

reinforcement learning - field of machine learning

algorithm - sequence of instructions to perform a task

Class: Estimating Reaction Barriers with Deep Reinforcement Learning

dose of applied nanomaterial internalised by a specific cell population (or per single cell) - particle number / cell area

This query returns all creator / pubkey pairs, independent of their approval status.

prefix np: <http://www.nanopub.org/nschema#>
prefix npx: <http://purl.org/nanopub/x/>
prefix npa: <http://purl.org/nanopub/admin/>
prefix dct: <http://purl.org/dc/terms/>

select distinct ?creator ?pubkey where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
?np dct:creator ?creator .
filter(!strstarts(str(?creator), str(?np)))
}
}
order by ?creator

This query returns the latest accepted nanopublications at the Biodiversity Data Journal (BDJ).
Get latest nanopublications accepted at BDJ

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>

select ?np ?label ?timestamp where {

values ?pubkey { "1162349fdeaf431e71ab55898cb2a425b971d466150c2aa5b3c1beb498045a37" "cfe248c38933693b1ddeb62e17976a4d2396b0c738af5356bfffbe559d1a3de0" "170211c91a70e67992d52c760de3f0052c8c7271bd3c225ef0347245e8517ff6" }

graph npa:graph {
?np dct:created ?timestamp .
?np npa:hasValidSignatureForPublicKeyHash ?pubkey .
?np rdfs:label ?label .
?np np:hasAssertion ?a .
filter not exists { ?np npx:hasNanopubType npx:ExampleNanopub . }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}

}
order by desc(?timestamp)
limit 20

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>

select ?np ?label ?date where {

values ?pubkey { "1162349fdeaf431e71ab55898cb2a425b971d466150c2aa5b3c1beb498045a37" "cfe248c38933693b1ddeb62e17976a4d2396b0c738af5356bfffbe559d1a3de0" "170211c91a70e67992d52c760de3f0052c8c7271bd3c225ef0347245e8517ff6" }

graph npa:graph {
?np dct:created ?date .
?np npa:hasValidSignatureForPublicKeyHash ?pubkey .
?np rdfs:label ?label .
?np np:hasAssertion ?a .
filter not exists { ?np npx:hasNanopubType npx:ExampleNanopub . }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}

}
order by desc(?date)
limit 20

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
prefix bibo: <http://purl.org/ontology/bibo/>

select ?np ?label ?firstAuthor ?date where {

values ?pubkey { "1162349fdeaf431e71ab55898cb2a425b971d466150c2aa5b3c1beb498045a37" "cfe248c38933693b1ddeb62e17976a4d2396b0c738af5356bfffbe559d1a3de0" "170211c91a70e67992d52c760de3f0052c8c7271bd3c225ef0347245e8517ff6" }

graph npa:graph {
?np dct:created ?date .
?np npa:hasValidSignatureForPublicKeyHash ?pubkey .
?np rdfs:label ?label .
?np np:hasPublicationInfo ?i .
filter not exists { ?np npx:hasNanopubType npx:ExampleNanopub . }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
graph ?i {
?np bibo:authorList ?authorList .
?authorList rdf:_1 ?firstAuthor .
}

}
order by desc(?date)
limit 20

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
prefix bibo: <http://purl.org/ontology/bibo/>

select ?np ?label ?firstAuthor ?date where {

values ?pubkey { "1162349fdeaf431e71ab55898cb2a425b971d466150c2aa5b3c1beb498045a37" "cfe248c38933693b1ddeb62e17976a4d2396b0c738af5356bfffbe559d1a3de0" "170211c91a70e67992d52c760de3f0052c8c7271bd3c225ef0347245e8517ff6" }

graph npa:graph {
?np dct:created ?date .
?np npa:hasValidSignatureForPublicKeyHash ?pubkey .
?np rdfs:label ?label .
?np np:hasPublicationInfo ?i .
filter not exists { ?np npx:hasNanopubType npx:ExampleNanopub . }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
graph ?i {
?np bibo:authorList ?authorList .
?authorList rdf:_1 ?firstAuthor .
}

}
order by desc(?date)
limit 100

a version of the Soft Actor Critic algorithm for reinforcement learning incorporating elements from the TD3 algorithm
SAC-TD3 is an algorithm which has been used to estimate the reaction barrier given a potential energy surface. Stable states in complex systems correspond to local minima on the associated potential energy surface, transitions between which govern the dynamics of the system. Precisely determining the transition pathways in complex and high-dimensional systems is challenging because these transitions are rare events, and the system remains near a local minimum for most of the time. The probability of such transitions decreases exponentially with the height of the energy barrier, making the system's dynamics highly sensitive to the calculated energy barriers. This problem has is formulated as a cost-minimization problem and solved using a reinforcement learning algorithm which is a hybrid of the existing SAC and TD3 algorithms. It incorporates the idea of entropy regularization from SAC while borrowing target policy smoothening, delayed policy updates from the TD3 algorithm. The exploratory nature of the algorithm enables efficient sampling and better estimation of the minimum energy barrier for transitions.

Class: a version of the Soft Actor Critic algorithm for reinforcement learning incorporating elements fr...

This query returns the latest candidate nanopublications in biodiversity.
Get latest candidate nanopubs in biodiversity

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix biolink: <https://w3id.org/biolink/vocab/>
prefix biodiv: <https://w3id.org/kpxl/biodiv/terms/>

select ?np ?label ?pubkey ?date where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np dct:created ?date .
?np rdfs:label ?label .
?np dct:creator ?_creator_iri .
?np npx:hasNanopubType biodiv:BiodivNanopub .
filter(not exists { ?np npx:hasNanopubType <https://w3id.org/kpxl/pensoft/rio/terms/RIOJournalNanopub> } )
filter(not exists { ?np npx:hasNanopubType <https://w3id.org/kpxl/pensoft/bdj/terms/BiodiversityDataJournalNanopub> } )
filter(not exists { ?np npx:hasNanopubType <https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub> } )
}
}
order by desc(?date)
limit 100

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix biolink: <https://w3id.org/biolink/vocab/>
prefix biodiv: <https://w3id.org/kpxl/biodiv/terms/>

select ?np ?label ?pubkey ?date where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np dct:created ?date .
?np rdfs:label ?label .
?np dct:creator ?__creator_iri .
?np npx:hasNanopubType biodiv:BiodivNanopub .
filter(not exists { ?np npx:hasNanopubType <https://w3id.org/kpxl/pensoft/rio/terms/RIOJournalNanopub> } )
filter(not exists { ?np npx:hasNanopubType <https://w3id.org/kpxl/pensoft/bdj/terms/BiodiversityDataJournalNanopub> } )
filter(not exists { ?np npx:hasNanopubType <https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub> } )
}
}
order by desc(?date)
limit 100

member of - organization, club or musical group to which the subject belongs. Do not use for membership in ethnic or social groups, nor for holding a political position, such as a member of parliament (use P39 for that)

Grove Street Families - fictional gang in the 2004 video game Grand Theft Auto: San Andreas

Carl Johnson - member of - Grove Street Families

So many of our problems with technology will be solved when more of the people creating tech will be the kind that like humans more than they like machines...

Jotaro Kujo - fictional character from JoJo's Bizarre Adventure

athlete - person who participates regularly in a sport

Rafael Nadal - Spanish tennis player (born 1986)

Rafael Nadal - has instances that tend to have a larger value than instances of - Roger Federer

Can't help but wonder how much less we'd suffer from AI hype if investors read more 4E cognition literature

scientist - person who use scientific methods to study in an area of interest

Albert Einstein - German-born theoretical physicist (1879–1955)

This query returns an monthly overview of published nanopublications by types for the past 12 months for the given creator.
Get type overview of nanopubs last 12 months

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>

select ?type ?month ?npCount ?npCountType where {

{ select ?type ?month (count(?np) as ?npCount) where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np dct:created ?date .
?np dct:creator ?_creator_iri .
?np npx:hasNanopubType ?type .

bind(substr(str(?date), 0, 8) as ?month)
bind(now() as ?now)
bind(concat(str(year(?now)), '-', if(month(?now)>9,'','0'), str(month(?now))) as ?lastMonth)
bind(concat(str(year(?now)-1), '-', if(month(?now)>9,'','0'), str(month(?now))) as ?firstMonth)
filter(?month > ?firstMonth && ?month <= ?lastMonth)
}
}
group by ?type ?month
order by ?type desc(?month)
}

{ select ?type (count(?np) as ?npCountType) where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np dct:created ?date .
?np dct:creator ?_creator_iri .
?np npx:hasNanopubType ?type .

bind(substr(str(?date), 0, 8) as ?month)
bind(now() as ?now)
bind(concat(str(year(?now)), '-', if(month(?now)>9,'','0'), str(month(?now))) as ?lastMonth)
bind(concat(str(year(?now)-1), '-', if(month(?now)>9,'','0'), str(month(?now))) as ?firstMonth)
filter(?month > ?firstMonth && ?month <= ?lastMonth)
}
}
group by ?type
order by desc(?npCountType)
limit 10
}

}
order by desc(?npCountType) ?type desc(?month)

"hard to say if that result is an honest failure of a worthwhile idea or the entire effort has been built on data that simply aren't real" https://www.science.org/content/blog-post/fraud-so-much-fraud

Albert Einstein is a german scientist in the field of phsiys. He is known for developing the theory of relativity.

In 1921 Albert Einstein was awarded the Nobel Prize in Physics in recognition of his contributions to theoretical physics, in particular for his pioneering discovery of the law of the photoelectric effect.

physicist - scientist who does research in physics

Claude Shannon - American mathematician and information theorist (1916–2001)

Claude Elwood Shannon (April 30, 1916 – February 24, 2001) was an American mathematician, electrical engineer, computer scientist and cryptographer known as the "father of information theory" and as the "father of the Information Age".

engineer - professional practitioner of engineering

DataCite Commons is a search engine for work, people, organisations, and repositories. By the time this FER is created, it is not functioning correctly with 403 errors.

Catholic priest - priest of the Catholic Church

country of origin - country of origin of this item (creative work, food, phrase, product, etc.)

enemy - opponent character or group of this fictive character or group

cyborg - being with both organic and biomechatronic body parts

Terminator - autonomous robot, typically humanoid, originally conceived as a virtually indestructible soldier, infiltrator and assassin

robot - mechanical or virtual artificial agent carrying out physical activities, which can be guided by an external control device or the control may be embedded within

item operated - equipment, installation or service operated by the subject

motorcycle - two- or three-wheeled motor vehicle

pistol - type of handgun where the firing chamber is integral to the barrel

creator - maker of this creative work or other object (where no more specific property exists)

Skynet - fictional synthetic intelligent machine network

character role - specific role played or filled by subject -- use only as qualifier of "cast member" (P161), "voice actor" (P725)

Arnold Schwarzenegger - Austrian and American actor, bodybuilder, and politician

Arnold Schwarzenegger - character role - Terminator

This query returns reactions for a given nanopublication, as shown by the Nanodash connectors.

prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix cito: <http://purl.org/spar/cito/>

select distinct ?np ?person ?rel ?reltext ?pub ?text ?date ?pubkey where {
graph npa:networkGraph {
?_pub_iri npx:supersedes* ?pub .
}
graph npa:graph {
?np np:hasAssertion ?a .
?np np:hasPublicationInfo ?i.
?np dct:created ?date .
?np dct:creator ?person .
?np npx:hasNanopubType cito:cites .
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
}
graph ?a {
?a dct:creator ?person .
?a ?rel ?pub .
optional { ?a rdfs:comment ?text . }
filter(strstarts(str(?rel), str(cito:)))
}
graph <http://purl.org/np/RA6d0qLmlRdXd-ubre83LxP22auJdJjXGzaW3W3qH4Neo#assertion> {
?rel rdfs:label ?reltext .
}
}
order by desc(?date)

User: Christian Daniel Hasudungan Nababan

ISO 639-2:1998 provides two sets of three-letter alphabetic codes for the representation of names of languages, one for terminology applications and the other for bibliographic applications. The code sets are the same except for twenty-five languages that have variant language codes because of the criteria used for formulating them. The language codes were devised originally for use by libraries, information services, and publishers to indicate language in the exchange of information, especially in computerized systems. ISO 639-2 represents all languages contained in ISO 639-1 and in addition any other language as well as language groups as they may be coded for special purposes when more specificity in coding is needed. The languages listed in ISO 639-1 are a subset of the languages listed in ISO 639-2; every language code in the two-letter code set has a corresponding language code in the alpha-3 list, but not necessarily vice versa.

Max Verstappen - Belgian-Dutch racing driver (born 1997)

Spartan - fictional type of soldier from the Halo series

Master Chief - fictional character in the Halo video game series

A SPARTAN-II commando of the UNSC Naval Special Warfare Command. He is the protagonist and main character in both the Halo trilogy and Reclaimer Saga. With over thirty years of active duty service, he has become one of the most decorated war veterans in the United Nations Space Command, earning every known UNSC medal except the Prisoner of War Medallion.

member of sports team - sports teams or clubs that the subject represents or represented

Red Bull Racing - Formula One racing team based in Milton Keynes, England

Max Verstappen - member of sports team - Red Bull Racing

Formula One World Champion - racing driver or automobile constructor who have won the Formula One World Championship

Max Verstappen is a Formula One World Champion

ogre - legendary monster featuring in mythology, folklore, and fiction

Princess Fiona - character of the Shrek film series

Shrek - is connected to - Princess Fiona

residence - the place where the person is or has been, resident

spouse - the subject has the object as their spouse (husband, wife, partner, etc.). Use "unmarried partner" (P451) for non-married companions

polymath - individual whose knowledge spans a significant number of subjects

Leonardo da Vinci - Italian Renaissance polymath (1452−1519)

voice actor - performer of a spoken role in a creative work such as animation, video game, radio drama, or dubbing over [use "character role" (P453) as qualifier] [use "cast member" (P161) for live acting]

Mike Myers - Canadian actor, comedian and filmmaker

DreamWorks Animation - American animation studio

present in work - this (fictional or fictionalized) entity, place, or person appears in that work as part of the narration (use P2860 for works citing other works, P361/P1433 for works being part of other works, P1343 for entities described in non-fictional accounts)

Garfield - comic strip created by Jim Davis

This query returns the latest accepted nanopublications at the Data Science journal.
Get latest nanopublications accepted at Data Science

This query returns the latest accepted nanopublications at the RIO journal.
Get latest nanopublications accepted at RIO

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
prefix bibo: <http://purl.org/ontology/bibo/>

select ?np ?label ?firstAuthor ?date where {

values ?pubkey { "1162349fdeaf431e71ab55898cb2a425b971d466150c2aa5b3c1beb498045a37" "cfe248c38933693b1ddeb62e17976a4d2396b0c738af5356bfffbe559d1a3de0" "170211c91a70e67992d52c760de3f0052c8c7271bd3c225ef0347245e8517ff6" }

graph npa:graph {
?np dct:created ?date .
?np npa:hasValidSignatureForPublicKeyHash ?pubkey .
?np rdfs:label ?label .
?np np:hasPublicationInfo ?i .
filter not exists { ?np npx:hasNanopubType npx:ExampleNanopub . }
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKeyHash ?pubkey . }
}
graph ?i {
?np bibo:authorList ?authorList .
?authorList rdf:_1 ?firstAuthor .
}

}
order by desc(?date)
limit 100

SAC-TD3 Hybrid is an algorithm which has been used to estimate the reaction barrier given a potential energy surface. It incorporates elements from both the TD3 and the SAC algorithms. Stable states in complex systems correspond to local minima on the associated potential energy surface, transitions between which govern the dynamics of the system. Precisely determining the transition pathways in complex and high-dimensional systems is challenging because these transitions are rare events, and the system remains near a local minimum for most of the time. The probability of such transitions decreases exponentially with the height of the energy barrier, making the system's dynamics highly sensitive to the calculated energy barriers. This problem has is formulated as a cost-minimization problem and solved using the above mentioned reinforcement learning algorithm. It incorporates the idea of entropy regularization from SAC while borrowing target policy smoothening, delayed policy updates from the TD3 algorithm. The exploratory nature of the algorithm enables efficient sampling and better estimation of the minimum energy barrier for transitions.

deep reinforcement learning - techniques combining deep learning and reinforcement learning principles to create efficient machine learning algorithms

SAC-TD3 is an algorithm incorporating elements both from the SAC and TD3 algorithms for reinforcement learning. It incorporates the idea of entropy regularization from SAC while borrowing target policy smoothening, delayed policy updates from the TD3 algorithm. It has been used to estimate the reaction barrier given a potential energy surface. Stable states in complex systems correspond to local minima on the associated potential energy surface, transitions between which govern the dynamics of the system. Precisely determining the transition pathways in complex and high-dimensional systems is challenging because these transitions are rare events, and the system remains near a local minimum for most of the time. The probability of such transitions decreases exponentially with the height of the energy barrier, making the system's dynamics highly sensitive to the calculated energy barriers. This problem has is formulated as a cost-minimization problem and solved using the aforementioned reinforcement learning algorithm. The exploratory nature of the algorithm enables efficient sampling and better estimation of the minimum energy barrier for transitions.

Unique Lifelines application numbers that are assigned to research projects that would like to work with Lifelines data

ISO 3166-1:2013 is intended for use in any application requiring the expression of current country names in coded form; it also includes basic guidelines for its implementation and maintenance. It is outdated and should be replaced by newer version (ISO 3166-1:2020). See https://www.iso.org/standard/72482.html.
ISO 3166-1:2013 Countries codes and their subdivisions

This query returns all nanopublications approved by somebody ("creator").

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>

select ?creator ?approved_np ?np ?date where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np npx:hasNanopubType npx:approvesOf .
filter not exists { ?np npx:hasNanopubType npx:ExampleNanopub . }
?np dct:created ?date .
?np dct:creator ?creator .
?np np:hasAssertion ?a .
}
graph ?a {
?creator npx:approvesOf ?approved_np .
filter(regex(str(?approved_np), '^.*[^A-Za-z0-9-_]RA[A-Za-z0-9-_]{43}$'))
}
}

This query returns all nanopublications approved by somebody.

prefix np: <http://www.nanopub.org/nschema#>
prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>
prefix xsd: <http://www.w3.org/2001/XMLSchema#>
prefix dct: <http://purl.org/dc/terms/>
prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>

select ?approved_np ?approver ?pubkey ?np ?date where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKey ?pubkey .
filter not exists { ?npx npx:invalidates ?np ; npa:hasValidSignatureForPublicKey ?pubkey . }
?np npx:hasNanopubType npx:approvesOf .
filter not exists { ?np npx:hasNanopubType npx:ExampleNanopub . }
?np dct:created ?date .
?np dct:creator ?approver .
?np np:hasAssertion ?a .
}
graph ?a {
?approver npx:approvesOf ?approved_np .
filter(regex(str(?approved_np), '^.*[^A-Za-z0-9-_]RA[A-Za-z0-9-_]{43}$'))
}
}

Monkey D. Luffy - fictional character from One Piece

adventurer - person who seeks adventures

Saul Goodman - fictional character in the television drama series Breaking Bad and Better Call Saul

Portuguese professional football player widely regarded as one of the greatest athletes of all time

The International Standard for country codes and codes for their subdivisions. The purpose of ISO 3166 is to define internationally recognized codes of letters and/or numbers that we can use when we refer to countries and their subdivisions. However, it does not define the names of countries – this information comes from United Nations sources (Terminology Bulletin Country Names and the Country and Region Codes for Statistical Use maintained by the United Nations Statistics Divisions).

This is a variant of the CC BY license that specify the following: Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. NonCommercial — You may not use the material for commercial purposes .
CC BY-NC 4.0 | Creative Commons Attribution-NonCommercial 4.0 International License

Cristiano Ronaldo - Portuguese association football player

public figure - famous person who is often written about in newspapers and magazines or is often on television or the radio

Reinhold Messner - Italian mountaineer, adventurer and explorer

mountaineer - person who climbs mountains

The DataCite Metadata Schema is a list of core metadata properties chosen for accurate and consistent identification of a resource for citation and retrieval purposes. Version 4.0 is outdated but still used by some institutes.

sibling - the subject and the object have at least one common parent (brother, sister, etc. including half-siblings); use "relative" (P1038) for siblings-in-law (brother-in-law, sister-in-law, etc.) and step-siblings (step-brothers, step-sisters, etc.)

Günther Messner - Italian mountain climber (1946-1970)

Reinhold Messner - sibling - Günther Messner

The DataCite Metadata Schema is a list of core metadata properties chosen for accurate and consistent identification of a resource for citation and retrieval purposes. Version 3.0 is outdated but still used by some institutes.

protagonist - main character of a creative work

Michael Scofield - fictional character from Prison Break

Nobel Prize winner - person who won a nobel prize

Barack Obama - President of the United States from 2009 to 2017

Michelle Obama - lawyer and former First Lady of the United States

Lincoln Burrows - fictional human and television character by Dominic Purcell

Michael Scofield - sibling - Lincoln Burrows

Excited to announce BenchMark, our new tool for standardizing ML benchmark comparisons! 📊 No more ad-hoc evaluations – let's make results reproducible and trustworthy. #MLOps #Benchmarking

BenchMark offers:
• Centralized benchmark database
• Standardized methodology
• Easy integration with existing pipelines
Check out our paper for all the juicy details! https://alphavix.org/abs/2765.14541
#OpenSource #AI

Want to contribute to BenchMark or have questions? We're all ears! 👂 Open a PR or drop a comment. Let's elevate the quality of ML evaluation together! #CommunityDrivenAI

celebrity - prominent person who commands some degree of public fascination and appears in the media

Steven Spielberg - American filmmaker (born 1946)

Steven Spielberg - produce - Band of Brothers

A nonprofit organization that funds Jewish arts and culture, support for holocaust survivors, Jewish community social services, and interfaith leadership

founded by - founder or co-founder of this organization, religion, place or entity

DreamWorks - founded by - Steven Spielberg

screenwriter - person(s) who wrote the script for subject item

E.T. the Extra-Terrestrial - 1982 film directed by Steven Spielberg

Steven Spielberg - screenwriter - E.T. the Extra-Terrestrial

foundation - type of nonprofit organization

Steven Spielberg - member of - foundation

Steven Spielberg - member of - RAnVQlGJ-4

cast member - actor in the subject production [use "character role" (P453) and/or "name of the character role" (P4633) as qualifiers] [use "voice actor" (P725) for voice-only role]

Wentworth Miller - British-born American actor

Prison Break - American serial drama television series

Wentworth Miller - cast member - Prison Break

RAehgaQiAE - character role - Michael Scofield

producer - person(s) who produced the film, musical work, theatrical production, etc. (for film, this does not include executive producers, associate producers, etc.) [for production company, use P272, video games - use P178]

Jurassic Park - 1993 film by Steven Spielberg

Steven Spielberg - producer - Jurassic Park

Steven Spielberg - producer - Band of Brothers

instance of - that class of which this subject is a particular example and member; different from P279 (subclass of); for example: K2 is an instance of mountain; volcano is a subclass of mountain (and an instance of volcanic landform)

criminal - person who has committed a crime

Michael Scofield - instance of - criminal

place of birth - most specific known birth location of a person, animal or fictional character

Cincinnati - city in Ohio, United States; county seat of Hamilton County

Steven Spielberg - place of birth - Cincinnati

Kate Capshaw - American actress who converted to Judaism

Steven Spielberg - spouse - Kate Capshaw

Detailed tattoo with encrypted blueprint of the Fox River State Penitentiary. Worn by Michael Scofield in Prison Break

tattoo - image created by ink placed in human skin, permanently or semi-permanently

figurative art - art that depicts real object sources

tattoo of Michael Scofield is a figurative art

tattoo of Michael Scofield - by Jasper Abbes

Rust Cohle - Fictional Police Investigator

detective - investigator, either a member of a police agency or a private person

Alan Turing - English computer scientist (1912–1954)

computer scientist - one who studies or practises computer science

cryptographer - specialist on techniques for secure communication in the presence of third parties

war hero - deceased person worthy of commemoration for wartime exploits

actor - person who acts in a dramatic or comic production and works in film, television, theatre, or radio

animated character - fictional character who appears in animated films, television, and other animated works

BoJack Horseman - fictional title character of BoJack Horseman

Harry Potter - fictional character of the Harry Potter book series

sport - sport that the subject participates or participated in or is associated with

Quidditch - fictional sport from the fantasy book series Harry Potter

significant person - person linked to the item in any possible way

Hermione Granger - fictional character from the Harry Potter stories

Harry Potter - significant person - Hermione Granger

Hogwarts - fictional Scottish school of magic from the Harry Potter universe

wears - clothing or accessory worn on subject's body

glasses - accessories that improve human vision

Harry Potter - fantasy literature series by J.K. Rowling

Institut for Matematik og Datalogi, Syddansk Universitet, Campusvej 55, 5230 Odense M, Denmark

Article: Estimating Reaction Barriers with Deep Reinforcement Learning

Elon Musk - Canadian–American businessman (born 1971 in Pretoria)

University of Pennsylvania - private research university in Philadelphia, Pennsylvania, United States

Elon Musk - graduated - University of Pennsylvania

Tesla, Inc. - American automotive, energy storage and solar power company

X - American social networking service founded in 2006

author - a writer of a book, article, or document (subclass : literary works: writer [Q36180])

Ed Winters - British animal rights activist, filmmaker and lecturer

Doraemon - character in the Doraemon series

orator - public speaker; for conference speaker use Q100742049

This query returns all nanopub IDs for the given pubkey hash.

prefix npa: <http://purl.org/nanopub/admin/>

select ?np where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKeyHash ?_pubkeyhash .
}
}

An ambitious marketing executive from Chicago in her 20s, who moved to Paris for her new job after her company, Gilbert Group, bought a French marketing company.[5][6] Bidding farewell to Chicago, Emily moves to Paris for a dream opportunity and makes waves with her bold fashion and bubbly personality. She navigates personal and professional growth, embraces life as an outsider and finds her way into a series of flings and friendships.

Emily Cooper - researcher ORCID ID = 0000-0002-7445-3120

partner in business or sport - professional collaborator

Roger Federer - partner in business or sport - Stan Wawrinka

Scooby Doo character can be described as a cowardly, loyal dog that is always hungry and shows unexpected bravery in dangerous situations, stepping up to help his friends. Scooby has a knack for uncovering clues, often stumbling upon solutions that help solve mysteries.

owner of - entities owned by the subject

restaurant - single establishment which prepares and serves food, located in building

fashion label - trade name or brand of a line of clothing or accessories

debater - person who participates in a debate

content creator - occupation involving creating online media content for a profession

film producer - person supervising the making of a film

animal sanctuary - place where animals are safeguarded

Ed Winters - owner of - animal sanctuary

individual who investigates crimes, gathers clues, and solves mysteries, typically using analytical skills and reasoning.

investigator - person who acquires information through inquiries or investigation

vegan restaurant - establishment where only vegan food is served

Ed Winters - owner of - vegan restaurant

Template used to populate the information of an AOP following the FAIR guidelines

charitable organization - nonprofit organization with charitable purpose

Ed Winters - owner of - charitable organization

organizer - person or institution organizing an event

parade - celebratory procession of people, at least partially on foot

Scoobert "Scooby" Doo - by Evelyne Prodescu

activist - person working with promoting or impeding, or causing social, political, economic, or environmental change

Fujiko F. Fujio - Japanese mangaka, FUJIMOTO Hiroshi, pen name since 1988

Doraemon - Japanese manga by Fujiko F. Fujio (FUJIMOTO Hiroshi)

has characteristic - inherent or distinguishing quality or feature of the entity. Use a more specific property when possible

kindness - behavior marked by ethical characteristics, a pleasant disposition, and concern for others

Doraemon - has characteristic - kindness

Will Arnett - Canadian and American actor and comedian (born 1970)

BoJack Horseman - voice actor - Will Arnett

This query returns all nanopub IDs for the given pubkey hash and type.

prefix npa: <http://purl.org/nanopub/admin/>
prefix npx: <http://purl.org/nanopub/x/>

select ?np where {
graph npa:graph {
?np npa:hasValidSignatureForPublicKeyHash ?_pubkeyhash .
?np npx:hasNanopubType ?_type_iri .
}
}

Todd Chavez - fictional character from BoJack Horseman

BoJack Horseman - significant person - Todd Chavez

Los Angeles - largest city in California, United States of America

BoJack Horseman - residence - Los Angeles

Taylor Swift - American singer-songwriter (born 1989)

musician - person who composes, conducts or performs music

A phrase or expression that is commonly associated with a character, often repeated for comedic or dramatic effect.

songwriter - person who writes the words or music to songs

pop star - celebrity from the popular music industry

Willem-Alexander of the Netherlands - King of the Netherlands

aircraft pilot - person controlling an aircraft in flight

Willem-Alexander of the Netherlands is a aircraft pilot

A signature catchphrase exclaimed by Scooby-Doo, used to express excitement, joy, or to call attention.

catchphrase - phrase or expression recognized by its repeated utterance

educated at - educational institution attended by subject

Leiden University - public university in the Netherlands

Willem-Alexander of the Netherlands - educated at - Leiden University

participant in - event in which a person or organization was/is a participant; inverse of P710 or P1923

inauguration of Willem-Alexander - inauguration of King Willem-Alexander

Willem-Alexander of the Netherlands - participant in - inauguration of Willem-Alexander

Queen Máxima of the Netherlands - queen consort of the Netherlands

Willem-Alexander of the Netherlands - spouse - Queen Máxima of the Netherlands

singer - person singing for a listening audience

My favorite album of David Tao. It is a groundbreaking album that showcases his unique ability to blend various musical genres, including rock, R&B, and traditional Chinese elements.

Frankenstein's Monster is a fictional creature from Mary Shelley's 1818 novel Frankenstein. The Monster is pieced together from various human body parts and brought to life by by the scientist Victor Frankenstein. Although initially kind, he turns angry and bitter due to his rejection by society and his creator.

Frankenstein's Monster is a fictional character

main subject - primary topic of a work (see also P180: depicts)

Frankenstein; or, The Modern Prometheus - 1818 novel by Mary Shelley

Frankenstein's monster - fictional character

Frankenstein's monster - main subject - Frankenstein; or, The Modern Prometheus

Victor Frankenstein - character from Mary Shelley's 1818 novel "Frankenstein"

Frankenstein's monster - creator - Victor Frankenstein

described by source - work where this item is described

Frankenstein's monster - described by source - monster

author - main creator(s) of a written work (use on works, not humans); use P2093 (author name string) when Wikidata item is unknown or does not exist

Mary Shelley - British writer (1797–1851)

Frankenstein; or, The Modern Prometheus - author - Mary Shelley

Liam Gallagher has a unique voice and is a talented singer.

This assertion is used to define an achievement an climber reached.

Template: Assigning an individual to their summit

significant event - significant or notable events associated with the subject

ascent of Mount Everest - individual ascent of Mount Everest

Reinhold Messner - significant event - ascent of Mount Everest

agronomist - specialist in plant production

Yuan Longping - Chinese biologist (1930-2021)

field of work - specialization of a person or organization; see P106 for the occupation

hybrid rice - rice grown from hybrid rice seed

Yuan Longping - field of work - hybrid rice

---
title: "[[EVD]] - increased word ambiguity in abstracts was associated with slightly lower modularity of citation networks for those abstracts - [[@mcmahanAmbiguityEngagement2018]]"
url: https://roamresearch.com/#/app/megacoglab/page/0dCO_io-p
author: Joel Chan
date: Mon Jul 12 2021 12:35:18 GMT-0400 (Eastern Daylight Time)
---

- Summary::
- Increased word [ambiguity]([[ambiguity]]
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2FYK5hjRvILZ.png?alt=media&token=91149ef7-7b6d-4595-ba46-553a1e300607) (p. 891)
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2Ff1KNxVhp1L.png?alt=media&token=360f4488-5542-48a5-b832-624d4cecda87) (p. 892, Table 2)
- Note: this effect was ~order of magnitude smaller than effects of number of disciplines and subject-wide modularity
- **Grounding Context**
- sample: ~1.1M abstracts from Web of Science (after trimming for min. threshold citations, and at least 5 usable terms for ambiguity measure in abstract)
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2F6swfV2e5lD.png?alt=media&token=663be791-00fa-43a8-939e-16b1e2b3839b) (p. 880 - 881)
- [[ambiguity]]
- define as posterior distribution over pr(M | t, c) (probability of each possible meaning for a given token in a given context) - see Appendix A (how to build "meaning graph" for each token), and Appendix B (how to estimate ambiguity)
- very similar to [[LDA]]
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2FkBZZ_HTTGv.png?alt=media&token=1b9f4a7c-5f25-4555-82c0-4f2785d46fb6) (p. 898)
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2FyJ2BvBP1aJ.png?alt=media&token=06e19e17-993e-43dc-9095-47215d99ff63)
- meaning simplified to proxy into synonyms from Moby and WordNet thesauri
- would prefer to define as cliques in synonym graph, but... for reasons, decided to simplify to just directed edges + the neighborhood
- examples (from data)
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2FjNbxETh3nc.png?alt=media&token=7bf4a619-0ca2-4960-81e6-cc1096a24ba9)
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2FgI8AhKGeTl.png?alt=media&token=ae39c2be-5b06-48f4-bb34-4216808fc838) (p. 885)
- validated against human judgments (see Appendix C)
- "engagement" operationalized as graph entropy over subgraph from each article for max (1k cites, 3 recursive runs), computed in terms of maximal [[network modularity]]
- toy example:
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2FAUmk1jo2Ua.png?alt=media&token=c9ed7651-5fea-44fe-994a-c769e70cb68d)
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2FzWrx4znKTB.png?alt=media&token=ac0e15f3-3cfc-4454-82ab-bf0acb1a3689) (p. 880)
- examples (from data):
- ![](https://firebasestorage.googleapis.com/v0/b/firescript-577a2.appspot.com/o/imgs%2Fapp%2Fmegacoglab%2FKUb7aKx_yi.png?alt=media&token=d9e03062-c18f-432c-896a-32a3062151ed)
- network modularity correlated at -.76 with topological entropy for random sample of 1.2k abstracts
- ---
- [[ACL Recontextualizing Claims and Evidence Shared Task]]
- Status:: #resultGrounded
- Annotator::
- ResultGrounding:: [[table]]

[[EVD]] - increased word ambiguity in abstracts was associated with slightly lower modularity of citation networks for those abstracts - [[@mcmahanAmbiguityEngagement2018]]

crop yield - total yield, or yield per unit area of land

Zinedine Zidane - French football manager and former player (born 1972).

association football player - person who plays association football (soccer)

Zinedine Zidane is a association football player

hero - person who fights adversity through ingenuity, courage, or strength

Batman - fictional character in DC Comics

award received - award or recognition received by a person, organization or creative work

Yuan Longping - award received - World Food Prize

farmer - person engaged in agriculture, raising living organisms for food or raw materials

Jeremy Clarkson - British broadcaster, journalist and writer

A character created for animation that appears in television shows, films, or comic books and often has distinct voices, personality traits, and appearances that may evolve over time.

animation studio - production company that creates animation

voice actor - person who provides voice-overs for a character in films, animation, video games, or in other media

character - art figure (for fictional characters use Q95074)

occupation - occupation of a person; see also "field of work" (Property:P101), "position held" (Property:P39)

Donald Duck - occupation - animated character

police officer - warranted employee of a police force

Raymond Holt - character in Brooklyn Nine-Nine

Donald Trump - 45th President of the United States of America from 2017 to 2021

politician - person who holds or seeks positions in government

businessperson - person involved in activities for the purpose of generating revenue

New York City Police Department - municipal police force in the United States

police force - constituted body of persons empowered by the state to enforce the law

deputy commissioner - police, income tax, or administrative official in multiple countries

Steve Wozniak - American–Serbian computer pioneer, inventor, computer engineer and programmer; co-founder of Apple Inc.

The nickname for Steve Wozniak attributed to his role in the development of the blue box used to hijack international phone calls to be billed as toll free calls.

nickname - substitute for the proper name of a familiar person, place or thing expressing affection

Alexander Hamilton - American Founding Father and statesman (1755/1757–1804)

historical figure - famous person in history

Alexander Hamilton is a historical figure

television character - fictional character who appears in a television series

Monica Geller - fictional character from Friends

Bob Marley - Jamaican reggae musician (1945–1981)

guitarist - musician who plays the guitar

Damian Marley is a singer and the son of Bob Marley.

kuchipatchi - present in work - Tamagotchi

Salvador Dalí - Spanish artist (1904–1989)

influenced by - this person, idea, etc. is informed by that other person, idea, etc., e.g. “Heidegger was influenced by Aristotle”

Sigmund Freud - Austrian neurologist and founder of psychoanalysis (1856–1939)

Salvador Dalí - influenced by - Sigmund Freud

Un Chien Andalou - 1929 film directed by Luis Buñuel

Salvador Dalí - is connected to - Un Chien Andalou

Salvador Dalí Museum - art museum in St. Petersburg, Florida, United States

Salvador Dalí - enabled - Salvador Dalí Museum

explorer - person who by means of travel searches out new information

Reinhold Messner - occupation - explorer

The Persistence of Memory - Painting by Salvador Dalí

Salvador Dalí - created - The Persistence of Memory

surrealism - international cultural movement that began in the early 1920s

surrealism - has instances that tend to affect instances of - Salvador Dalí

Place where the achievement took place, the mountain which top has been reached

This template to specify a Mountaineer has reached the summit without supplementary oxygen
${Person} summitsWithoutOxygen ${Mountain}

journalist - person who collects, writes, and distributes news and other information

Mehdi Hasan - British-American journalist

Brian Peter George St John le Baptiste de la Salle Eno(born 15 May 1948), also mononymously known as Eno, is an English musician, songwriter, record producer and visual artist. He is best known for his pioneering contributions to ambient music and electronica, and for producing, recording, and writing works in rock and pop music. A self-described "non-musician", Eno has helped introduce unconventional concepts and approaches to contemporary music. He has been described as one of popular music's most influential and innovative figures. In 2019, he was inducted into the Rock and Roll Hall of Fame as a member of Roxy Music.

Mehdi Hasan - author of - Win Every Argument

Win Every Argument - 2023 non-fiction book by Mehdi Hasan

Mehdi Hasan - author - Win Every Argument

Princess Bubblegum - fictional character in the American animated television series Adventure Time

Adventure Time - American animated television series

anime character - fictional character which appears in an anime television series, film, original video animation or original net animation

Brian Eno - British musician, music producer, music theorist and visual artist (born 1948)

a person who commits a series of murders, often with no apparent motive and typically following a characteristic, predictable behaviour pattern.

Errol Childress is a serial killer and a follower of the twisted and brutal Tuttle cult, operating in Lousiana. Childress is the primary antagonist of the first season of True Detective.

video game character - fictional character appearing in a video game

Luigi - fictional video game character from the Mario franchise

Louisiana - state of the United States of America

Rust Cohle - is connected to - Louisiana

Rust is a talented but troubled detective, dedicated to his work and renowned for his abilities, most notably his ability to get confessions from criminals. He carries an unusually large ledger which he uses to keep notes and sketches of crime scenes, earning him the nickname "The Tax Man" from his colleagues.

Mario - fictional character in the Mario video game franchise

Marty is a gregarious police detective. Marty is a misogynist and quick to anger and occasionally violence.

plumber - profession; tradesperson specialized in installing and maintaining systems used for potable water, sewage and drainage in plumbing systems

Leonard Hofstadter - fictional character in The Big Bang Theory

Leonard Hofstadter is a fictional character

California Institute of Technology - private research university located in Pasadena, California, USA

Leonard Hofstadter - member of - California Institute of Technology

A warm friend, an experimental physicist, a geeky nerd

headstrong, level-headed, a natural born leader.

chicken - domesticated bird kept by humans primarily as a food source

a very lazy and fatuous individual with a laid-back personality(when first introduced in the film).

Adele is a British singer and songwriter, known for her powerful voice and emotional ballads.

Rastafari - monotheistic Abrahamic religion

father - male parent of the subject. For stepfather, use "stepparent" (P3448)

Damian Marley - Jamaican DJ, singer and rapper

victory - competition or event won by the subject

Sebastian Vettel - member of sports team - Red Bull Racing

winner - winner of a competition or similar event, not to be used for awards (instead use "award received" (P166) on awardee's item, possibly qualified with "for work" (P1686)) or for wars or battles

Sebastian Vettel - winner - Formula One World Drivers' Championship

number of wins - number of sporting matches, games or events won

Agence Grateau is a luxury marketing agency in Paris, France. The company is owned by its namesake Sylvie Grateau.

company - legal entity representing an association of people, whether natural, legal or a mixture of both, with a specific objective

Olympic champion - victor in an ancient Olympic event

Francesco Friedrich is a Olympic champion

employer - person or organization for which the subject works or worked

Winter Olympic Games - major international multi-sport event

Francesco Friedrich - participant in - Winter Olympic Games

has part(s) - part of this subject; inverse property of "part of" (P361). See also "has parts of the class" (P2670).

Winterberg - town in the Hochsauerland district of North Rhine-Westphalia, Germany

Winterberg - has part(s) - bobsleigh track

Winterberg bobsleigh, luge, and skeleton track - winter sports facility in Germany

Winterberg bobsleigh, luge, and skeleton track - instance of - bobsleigh track

Gabriel is a talented chef in Paris, who happens to be Emily's handsome yet complicated downstairs neighbor.

Alfie Peterson is a 30-year-old, Portsmouth-born, sarcastic charmer who refuses to speak French, immerse himself in French culture and instead prefers a pint at an English-speaking pub.[1] He enjoys teasing Emily; they have an antagonist relationship that evolves into something more. Alfie is in Paris working for a UK bank, but unlike Emily he works to live, not lives to work. He’d prefer to be playing football.

Marcello Muratori is a Roman heir to his family company. He is direct, confident, and values simplicity. He’s substantive but never flashy true to the roots of his family’s company.

Vegeta - fictional character in the Dragon Ball franchise

rapper - artist who speaks rhymes in a rhythm over music

Eminem - American rapper, songwriter, record producer and actor

Sherlock Holmes - fictional character (consulting detective) created by Sir Arthur Conan Doyle

violinist - musician who plays the violin

Dr. John Watson - fictional character of Sherlock Holmes

Sherlock Holmes - is connected to - Dr. John Watson

Planet Vegeta - fictional planet in the Dragon Ball franchise

221B Baker Street - London address of the fictional detective Sherlock Holmes, created by the writer of the famous 'Sherlock Holmes', Sir Arthur Ignatius Conan Doyle'

Sherlock Holmes - residence - 221B Baker Street

Goku - protagonist of the Dragon Ball franchise

child - subject has object as child. Do not use for stepchildren—use "relative" (P1038), qualified with "type of kinship" (P1039)

Trunks - fictional character from Dragon Ball

St. Joseph - county seat of Buchanan County, Missouri, United States

Arthur Conan Doyle - British writer and physician (1859–1930)

Arthur Conan Doyle - create - Sherlock Holmes

Emily Jane Cooper is an ambitious marketing executive from Chicago in her 20s, who moved to Paris for her new job after her company, Gilbert Group, bought a French marketing company.[5][6] Bidding farewell to Chicago, Emily moves to Paris for a dream opportunity and makes waves with her bold fashion and bubbly personality. She navigates personal and professional growth, embraces life as an outsider and finds her way into a series of flings and friendships.

Americans - citizens or residents of the United States of America

workaholic - person who works compulsively

the psyduck Misty owns in Pokémon anime main series

H. P. Lovecraft - American author (1890–1937)

The Cthulhu Mythos is a shared universe originated by H.P. Lovecraft, consisting of stories that revolve around ancient cosmic deities like Cthulhu. It represents the theme of humanity's insignificance in the vast, indifferent universe.

fictional universe - imaginary, typically self-consistent world with its own rules and characters, different from the real world; often used as a background or basis in story telling

Cthulhu is a fictional cosmic entity created by H.P. Lovecraft, first introduced in the short story The Call of Cthulhu (1928). It is a gigantic, ancient, and powerful alien being that lies dormant beneath the ocean, symbolizing humanity’s fragility against cosmic forces.

professor - academic title at universities and other education and research institutions

Albus Dumbledore - fictional character from Harry Potter

competitive diver - sportsperson taking part in diving competitions

Draco Malfoy - fictional character of the Harry Potter series

Ron Weasley - fictional character of Harry Potter series

royalty - sovereign or a family member thereof

Queen Máxima of the Netherlands is a royalty

Queen Máxima of the Netherlands is a mother

animator - person who makes animated sequences out of still images

Hayao Miyazaki - Japanese animator, film director, and mangaka (born 1941)

animated film - film for the cinema, television or computer screen that is made by using drawings, stop motion or computer animation

Howl's Moving Castle - 2004 Japanese animated film by Hayao Miyazaki

Water is one of the three basic elemental types of pocket monsters, along with Fire and Grass

Brian May - British musician (born 1947)

astrophysicist - person who is occupied in astrophysics

Winnie the Pooh - fictional character created by A. A. Milne

Winnie the Pooh is a fictional character

Queen - British musical group; rock band

An American film director, screenwriter, producer, and actor known for his stylistic, non-linear storytelling in films like "Pulp Fiction" and "Kill Bill".

A survey of radial velocities in the zodiacal dust cloud

A 1994 crime film directed by Quentin Tarantino, known for its non-linear storyline and impact on modern cinema.

film - sequence of images that give the impression of movement, stored on film stock

An award won by Quentin Tarantino in 1995 for his work on Pulp Fiction.
Academy Award for Best Original Screenplay

award - something given to a person or a group of people to recognize their merit or excellence

Red Special - electric guitar designed and built by Queen guitarist Brian May and his father

Julius Caesar - Roman general and dictator (100–44 BC)

Roman dictator - emergency magistrate of the Roman Republic, whose action are not subject to a veto

Mark Rutte - Prime Minister of the Netherlands from 2010 to 2024

A Tamagotchi that is in the adult stage. It is usually the last stage before death. It is the longest stage in a Tamagotchi's life span (besides a senior). Upon evolving into an adult, the Tamagotchi will unlock multiple new features and abilities.

teddy bear - soft toy in the form of a bear

assassination of Julius Caesar - stabbing attack that caused the death of Julius Caesar

Roman Empire - period of ancient Rome following the Republic

assassination of Julius Caesar - caused - Roman Empire

Bilibili - Chinese video sharing website

YouTube - American video-sharing platform owned by Alphabet Inc.

Darth Vader - main villain of the Star Wars Trilogy

Sith - fictional title in the Star Wars series

honey - sweet food made by bees mostly using nectar from flowers

Aang - title character of Avatar: The Last Airbender

person - being that has certain capacities or attributes constituting personhood (avoid use with P31 [instance of]; use Q5 [human] for humans)

Renaissance art - painting, sculpture and decorative arts of that period of European history known as the Renaissance

Leonardo da Vinci - has instances that tend to contribute to instances of - Renaissance art

fictional robot - robot which only exists in fiction

position held - subject currently or formerly holds the object position or public office

prime minister - most senior minister of cabinet in the executive branch of government in a parliamentary system

Mark Rutte - position held - prime minister

Ronaldo is a former Brazilian footballer

Peter Griffin - fictional character from the Family Guy franchise

One reason why science social media needs an upgrade. Scientists need better ways to exchange and discover ideas throughout their peer networks. https://sense-nets.xyz/ Is all about giving more control to researchers in how they navigate and discover research related content https://twitter.com/ItaiYanai/status/1842787938175697232

The original paper getting some attention here https://www.nature.com/articles/s41587-023-02074-2?error=cookies_not_supported&code=e35d184e-33d9-425e-a1a1-0f39777a0cb4

forward - association football position played near the opponent's goal

Ronaldo - Brazilian former association football player (born 1976)

date of birth - date on which the subject was born

February 14, 1967 - date in Gregorian calendar

Mark Rutte - date of birth - February 14, 1967

Mark Rutte - educated at - Leiden University

Kendrick Lamar - American rapper and songwriter (born 1987)

Lois Griffin - fictional character from the Family Guy franchise

sibling - one of two or more individuals having at least one parent in common

Ross Geller - fictional character from Friends

boxer - sportsperson taking part in boxing competitions

Mike Tyson - American boxer and media personality (born 1966)

chef - person that directs preparation of meals

ninja - covert agent, mercenary, or guerrilla warrior in feudal Japan

Frodo Baggins - fictional character from J.R.R. Tolkien's legendarium

Hobbit - fictional race from J. R. R. Tolkien's legendarium

In the manga, he is the one of the greatest Shinobis/Ninja to ever become Hokage.

Ring-bearer - fictional title in Tolkien's legendarium

BBC Sports Personality of the Year Award - annual honor for athletes presented by BBC

Mike Tyson - award received - BBC Sports Personality of the Year Award

composer - person who is an author of music in any form

Pyotr Ilyich Tchaikovsky - Russian composer (1840–1893)

"A title used to refer to a person who is widely regarded as the most physically dominant and intimidating fighter in the world, often associated with boxing or combat sports. Historically linked to Mike Tyson during his reign as heavyweight boxing champion."

combatant - person who takes a direct part in the hostilities of an armed conflict

Swan Lake - ballet by Pyotr Ilyich Tchaikovsky

Arthur is the protagonist of the light novel The beginning after the end by TurtleMe, known as a skilled warrior, possessing leadership qualities, and is known for his strength and strategic mind.

Jep Gambardella is the charismatic protagonist of La Grande Bellezza (The Great Beauty), a 2013 Italian film directed by Paolo Sorrentino. Jep is a writer and journalist in Rome, known for his charm, wit, and deep sense of disillusionment. Having authored a single successful novel in his youth, he now spends his time navigating the glamorous yet hollow social circles of Roman high society. Despite his hedonistic lifestyle, Jep grapples with existential questions about beauty, meaning, and the passage of time, often reflecting on his lost youth and unfulfilled potential.

king - title given to the name of a male monarch

Gilgamesh - Sumerian ruler and protagonist of the Epic of Gilgamesh

Fyodor Dostoyevsky - Russian novelist (1821–1881)

Rodion Raskolnikov is the main character in Fyodor Dostoevsky's novel Crime and Punishment. He is a conflicted former student who struggles with poverty and guilt after committing a murder.

Edsger_W._Dijkstra is a Computer_scientist

Crime and Punishment is a novel written by Fyodor Dostoevsky, first published in 1866. It focuses on the moral dilemmas and psychological struggles of Rodion Raskolnikov, a former student who commits a murder.

Shinzō Abe - Prime Minister of Japan from 2006–2007 and 2012–2020 (1954-2022)

follows - immediately prior item in a series of which the subject is a part, preferably use as qualifier of P179 [if the subject has replaced the preceding item, e.g. political offices, use "replaces" (P1365)]

Jun'ichirō Koizumi - Prime Minister of Japan from 2001 to 2006

Shinzō Abe - follows - Jun'ichirō Koizumi

magician - magicians appearing in fantasy fiction

Deepika Padukone - owner of - AllAboutYou

Deepika Padukone - spouse - Ranveer Singh

Filmfare Award for Best Actress - Best Actress

Deepika Padukone - award received - Filmfare Award for Best Actress

Anthony Hopkins is a highly acclaimed Welsh actor, known for his powerful performances and versatility across film and television.

Quadra Elemental mage, and can use four elements, which include Water, Fire, Wind, and Earth.

The eponymous character and elf mage from the popular Japanese manga and anime series "Frieren: Beyond Journey's End".

Arthur is a Quadra Elemental magician, and can use four elements, which include Water, Fire, Wind, and Earth.

Frieren - fictional character from Frieren

Freddie Mercury - British singer, songwriter, record producer and graphic designer (1946–1991)

Fictional character in the in the television drama Better Call Saul

musical group - musical ensemble which performs music

Fictional character in the television drama Better Call Saul

Bohemian Rhapsody - 1975 Queen song written and composed by Freddie Mercury

Your regular reminder that compositionality vs emergence are properties of your theory/model/map, not the experiment/system/territory -- and that both beat greedy reductionism where you remove the context of a thing under study!

vocalist - artist using their voice as an instrument

Imperial College London - public research university located in London, United Kingdom

Brian May - educated at - Imperial College London

notable work - notable scientific, artistic or literary work, or other work of significance among subject's works

Queen - notable work - Bohemian Rhapsody

Brian May - notable work - Hammer to Fall

Brian May - notable work - I Want It All

Commander of the Order of the British Empire - rank of the Order of the British Empire

Brian May - award received - Commander of the Order of the British Empire

Grammy Lifetime Achievement Award - music award given to individual performers or groups

Brian May - award received - Grammy Lifetime Achievement Award

Chandler Bing - fictional character from Friends

Lars Stindl is a German professional footballer who plays as a forward and attacking midfielder.