Triple

T16966066
Position Surface form Disambiguated ID Type / Status
Subject ISO 19100 series E411540 entity
Predicate hasPart P35 FINISHED
Object ISO 19195
ISO 19195 is an international standard within the ISO 19100 geographic information series that defines rules and guidelines for a specific aspect of geospatial data or services.
E1274217 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 19195 | Statement: [ISO 19100 series, hasPart, ISO 19195]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO 19195
Context triple: [ISO 19100 series, hasPart, ISO 19195]
  • A. ISO 19185
    ISO 19185 is an international standard within the ISO 19100 geographic information series that defines a registry and classification system for geographic information feature concepts.
  • B. ISO 19190
    ISO 19190 is an international standard within the ISO 19100 geographic information series that defines terminology and concepts related to geographic information and geomatics.
  • C. ISO 19152
    ISO 19152 is an international standard that defines the Land Administration Domain Model (LADM) for representing and managing land-related rights, responsibilities, and spatial information.
  • D. ISO 19157
    ISO 19157 is an international standard that defines principles and guidelines for describing, evaluating, and reporting the quality of geographic information and datasets.
  • E. ISO 19171
    ISO 19171 is an international standard within the ISO 19100 geographic information series that specifies guidelines for a particular aspect of geospatial data handling and interoperability.
  • 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 19195
Triple: [ISO 19100 series, hasPart, ISO 19195]
Generated description
ISO 19195 is an international standard within the ISO 19100 geographic information series that defines rules and guidelines for a specific aspect of geospatial data or services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO 19195
Target entity description: ISO 19195 is an international standard within the ISO 19100 geographic information series that defines rules and guidelines for a specific aspect of geospatial data or services.
  • A. ISO 19185
    ISO 19185 is an international standard within the ISO 19100 geographic information series that defines a registry and classification system for geographic information feature concepts.
  • B. ISO 19190
    ISO 19190 is an international standard within the ISO 19100 geographic information series that defines terminology and concepts related to geographic information and geomatics.
  • C. ISO 19152
    ISO 19152 is an international standard that defines the Land Administration Domain Model (LADM) for representing and managing land-related rights, responsibilities, and spatial information.
  • D. ISO 19157
    ISO 19157 is an international standard that defines principles and guidelines for describing, evaluating, and reporting the quality of geographic information and datasets.
  • E. ISO 19171
    ISO 19171 is an international standard within the ISO 19100 geographic information series that specifies guidelines for a particular aspect of geospatial data handling and interoperability.
  • 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_6a01c927c7c4819091046c686600db9f completed May 11, 2026, 12:18 p.m.
NEDg Description generation batch_6a01cd5d88948190b347948b1f0584c0 completed May 11, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_6a01cdca32e08190aeae5315494f9ab3 completed May 11, 2026, 12:38 p.m.
Created at: April 10, 2026, 5:31 a.m.