Triple

T10330010
Position Surface form Disambiguated ID Type / Status
Subject Open Geospatial Consortium E242849 entity
Predicate standard P1587 FINISHED
Object GeoSPARQL
GeoSPARQL is an Open Geospatial Consortium standard that extends SPARQL to support querying and representing geospatial data on the Semantic Web.
E856262 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: GeoSPARQL | Statement: [Open Geospatial Consortium, standard, GeoSPARQL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GeoSPARQL
Context triple: [Open Geospatial Consortium, standard, GeoSPARQL]
  • A. ONS Open Geography portal
    The ONS Open Geography portal is an online platform providing access to official UK geographic data, boundaries, and related statistical geospatial resources published by the Office for National Statistics.
  • B. GIS
    GIS (Gruppo di Intervento Speciale) is an elite special operations unit of the Italian Carabinieri focused on counter-terrorism, hostage rescue, and high-risk law enforcement missions.
  • C. GIS
    The Egyptian General Intelligence Service (GIS) is Egypt’s primary intelligence agency responsible for foreign intelligence gathering, national security, and covert operations.
  • D. Geography Markup Language
    Geography Markup Language is an XML-based standard developed by the Open Geospatial Consortium for modeling, storing, and exchanging geographic information and spatial features.
  • E. Geo
    Geo was a defunct General Motors automobile brand from the late 1980s and 1990s that specialized in small, economy cars often built in partnership with foreign manufacturers.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: GeoSPARQL
Triple: [Open Geospatial Consortium, standard, GeoSPARQL]
Generated description
GeoSPARQL is an Open Geospatial Consortium standard that extends SPARQL to support querying and representing geospatial data on the Semantic Web.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GeoSPARQL
Target entity description: GeoSPARQL is an Open Geospatial Consortium standard that extends SPARQL to support querying and representing geospatial data on the Semantic Web.
  • A. ONS Open Geography portal
    The ONS Open Geography portal is an online platform providing access to official UK geographic data, boundaries, and related statistical geospatial resources published by the Office for National Statistics.
  • B. GIS
    GIS (Gruppo di Intervento Speciale) is an elite special operations unit of the Italian Carabinieri focused on counter-terrorism, hostage rescue, and high-risk law enforcement missions.
  • C. GIS
    The Egyptian General Intelligence Service (GIS) is Egypt’s primary intelligence agency responsible for foreign intelligence gathering, national security, and covert operations.
  • D. Geography Markup Language
    Geography Markup Language is an XML-based standard developed by the Open Geospatial Consortium for modeling, storing, and exchanging geographic information and spatial features.
  • E. Geo
    Geo was a defunct General Motors automobile brand from the late 1980s and 1990s that specialized in small, economy cars often built in partnership with foreign manufacturers.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d381af787481908bc401325c760a88 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d7fb77348190ac8ff887f6f03450 completed April 7, 2026, 10:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71dbc7df48190b8a11a92f946fd30 completed April 9, 2026, 3:32 a.m.
NEDg Description generation batch_69d73189d7cc8190b81bb30994b3900f completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d7329891688190b5c1ec5906728f01 completed April 9, 2026, 5:01 a.m.
Created at: April 6, 2026, 11:52 a.m.