Triple

T16965995
Position Surface form Disambiguated ID Type / Status
Subject ISO 19100 series E411540 entity
Predicate hasPart P35 FINISHED
Object ISO 19101
ISO 19101 is an international standard that defines the conceptual framework and reference model for geographic information within the ISO 19100 series.
E1251908 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: ISO 19101 | Statement: [ISO 19100 series, hasPart, ISO 19101]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO 19101
Context triple: [ISO 19100 series, hasPart, ISO 19101]
  • A. ISO 19111
    ISO 19111 is an international standard that defines the conceptual schema for spatial referencing by coordinates, including coordinate reference systems and transformations used in geospatial information.
  • B. ISO 19107
    ISO 19107 is an international standard that defines a conceptual schema for spatial geometry and topology in geographic information systems.
  • C. ISO 19136
    ISO 19136 is the international standard that defines the Geography Markup Language (GML), an XML-based format for modeling, transporting, and storing geographic information.
  • D. ISO 19108
    ISO 19108 is an international standard that defines the temporal schema for geographic information, specifying how time is modeled and managed in geospatial datasets.
  • E. ISO 19117
    ISO 19117 is an international standard that defines rules and methods for the portrayal of geographic information, particularly how spatial data is symbolized and presented in maps and related visualizations.
  • 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: ISO 19101
Triple: [ISO 19100 series, hasPart, ISO 19101]
Generated description
ISO 19101 is an international standard that defines the conceptual framework and reference model for geographic information within the ISO 19100 series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO 19101
Target entity description: ISO 19101 is an international standard that defines the conceptual framework and reference model for geographic information within the ISO 19100 series.
  • A. ISO 19111
    ISO 19111 is an international standard that defines the conceptual schema for spatial referencing by coordinates, including coordinate reference systems and transformations used in geospatial information.
  • B. ISO 19107
    ISO 19107 is an international standard that defines a conceptual schema for spatial geometry and topology in geographic information systems.
  • C. ISO 19136
    ISO 19136 is the international standard that defines the Geography Markup Language (GML), an XML-based format for modeling, transporting, and storing geographic information.
  • D. ISO 19108
    ISO 19108 is an international standard that defines the temporal schema for geographic information, specifying how time is modeled and managed in geospatial datasets.
  • E. ISO 19117
    ISO 19117 is an international standard that defines rules and methods for the portrayal of geographic information, particularly how spatial data is symbolized and presented in maps and related visualizations.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0a3cecc8190a490573adce80cca completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01413a445c8190920fe385d3cd43f3 completed May 11, 2026, 2:38 a.m.
NEDg Description generation batch_6a0141cadb6c8190b2832e12fd431b0b completed May 11, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a014264ff8881909722c262c3f85e1f completed May 11, 2026, 2:43 a.m.
Created at: April 10, 2026, 5:31 a.m.