Triple

T16966002
Position Surface form Disambiguated ID Type / Status
Subject ISO 19100 series E411540 entity
Predicate hasPart P35 FINISHED
Object ISO 19110
ISO 19110 is an international standard that defines a methodology for cataloguing geographic feature types and their attributes to support consistent geospatial data modeling and interoperability.
 E1263381 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 19110 | Statement: [ISO 19100 series, hasPart, ISO 19110]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ISO 19110
Context triple: [ISO 19100 series, hasPart, ISO 19110]
  • 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 19103
    ISO 19103 is an international standard within the ISO 19100 geographic information series that defines a conceptual schema language for modeling and describing geographic information.
  • C. ISO 19109
    ISO 19109 is an international standard in the ISO 19100 geographic information series that defines rules for application schema and feature cataloguing in geospatial data.
  • D. ISO 19139
    ISO 19139 is an international standard that defines XML schemas for encoding and exchanging geographic metadata in accordance with the ISO 19115 standard.
  • E. ISO 19107
    ISO 19107 is an international standard that defines a conceptual schema for spatial geometry and topology in geographic information systems.
  • 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 19110
Triple: [ISO 19100 series, hasPart, ISO 19110]
Generated description
ISO 19110 is an international standard that defines a methodology for cataloguing geographic feature types and their attributes to support consistent geospatial data modeling and interoperability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ISO 19110
Target entity description: ISO 19110 is an international standard that defines a methodology for cataloguing geographic feature types and their attributes to support consistent geospatial data modeling and interoperability.
  • 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 19103
    ISO 19103 is an international standard within the ISO 19100 geographic information series that defines a conceptual schema language for modeling and describing geographic information.
  • C. ISO 19109
    ISO 19109 is an international standard in the ISO 19100 geographic information series that defines rules for application schema and feature cataloguing in geospatial data.
  • D. ISO 19139
    ISO 19139 is an international standard that defines XML schemas for encoding and exchanging geographic metadata in accordance with the ISO 19115 standard.
  • E. ISO 19107
    ISO 19107 is an international standard that defines a conceptual schema for spatial geometry and topology in geographic information systems.
  • 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_6a018c3489848190869bebedcb5c0564 completed May 11, 2026, 7:58 a.m.
NEDg Description generation batch_6a018da48b448190a088d9e537454817 completed May 11, 2026, 8:04 a.m.
NED2 Entity disambiguation (via description) batch_6a018e57fa708190872ad2fb5f660507 completed May 11, 2026, 8:07 a.m.
Created at: April 10, 2026, 5:31 a.m.