Triple

T16966058
Position Surface form Disambiguated ID Type / Status
Subject ISO 19100 series E411540 entity
Predicate hasPart P35 FINISHED
Object ISO 19173
ISO 19173 is an international standard within the ISO 19100 geographic information series that specifies rules and guidelines for a particular aspect of geospatial data and services interoperability.
E1257948 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 19173 | Statement: [ISO 19100 series, hasPart, ISO 19173]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO 19173
Context triple: [ISO 19100 series, hasPart, ISO 19173]
  • A. 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.
  • B. ISO 19170
    ISO 19170 is an international standard within the ISO 19100 series that defines specific aspects of geographic information and geomatics.
  • C. ISO 19172
    ISO 19172 is an international standard within the ISO 19100 geographic information series that defines specifications for representing and exchanging geographic information.
  • D. ISO 19148
    ISO 19148 is an international standard in the ISO 19100 geographic information series that defines a linear referencing system for locating geographic features along linear elements such as roads or pipelines.
  • E. ISO 19134
    ISO 19134 is an international standard in the ISO 19100 geographic information series that defines data and service models for location-based services used in mobile and navigation applications.
  • 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 19173
Triple: [ISO 19100 series, hasPart, ISO 19173]
Generated description
ISO 19173 is an international standard within the ISO 19100 geographic information series that specifies rules and guidelines for a particular aspect of geospatial data and services interoperability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO 19173
Target entity description: ISO 19173 is an international standard within the ISO 19100 geographic information series that specifies rules and guidelines for a particular aspect of geospatial data and services interoperability.
  • A. 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.
  • B. ISO 19170
    ISO 19170 is an international standard within the ISO 19100 series that defines specific aspects of geographic information and geomatics.
  • C. ISO 19172
    ISO 19172 is an international standard within the ISO 19100 geographic information series that defines specifications for representing and exchanging geographic information.
  • D. ISO 19148
    ISO 19148 is an international standard in the ISO 19100 geographic information series that defines a linear referencing system for locating geographic features along linear elements such as roads or pipelines.
  • E. ISO 19134
    ISO 19134 is an international standard in the ISO 19100 geographic information series that defines data and service models for location-based services used in mobile and navigation applications.
  • 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_6a01673e1be08190b39c38fd8115a02c completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a0168a45fc881908540d142db1ed1e9 completed May 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_6a01692c44c881908cd986ad6cf10596 completed May 11, 2026, 5:29 a.m.
Created at: April 10, 2026, 5:31 a.m.