Triple

T16966018
Position Surface form Disambiguated ID Type / Status
Subject ISO 19100 series E411540 entity
Predicate hasPart P35 FINISHED
Object ISO 19132
ISO 19132 is an international standard within the ISO 19100 geographic information series that defines a conceptual framework and services for location-based services and tracking of moving objects.
 E1279292 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 19132 | Statement: [ISO 19100 series, hasPart, ISO 19132]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ISO 19132
Context triple: [ISO 19100 series, hasPart, ISO 19132]
  • A. 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.
  • B. 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.
  • C. ISO 19112
    ISO 19112 is an international standard in the ISO 19100 geographic information series that defines a framework for referencing spatial locations using geographic identifiers rather than coordinates.
  • D. ISO 19131
    ISO 19131 is an international standard in the ISO 19100 geographic information series that defines requirements for specifying and documenting geospatial data products.
  • E. ISO 19130
    ISO 19130 is an international standard in the ISO 19100 geographic information series that defines sensor models and metadata for geolocation of remotely sensed imagery.
  • 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 19132
Triple: [ISO 19100 series, hasPart, ISO 19132]
Generated description
ISO 19132 is an international standard within the ISO 19100 geographic information series that defines a conceptual framework and services for location-based services and tracking of moving objects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ISO 19132
Target entity description: ISO 19132 is an international standard within the ISO 19100 geographic information series that defines a conceptual framework and services for location-based services and tracking of moving objects.
  • A. 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.
  • B. 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.
  • C. ISO 19112
    ISO 19112 is an international standard in the ISO 19100 geographic information series that defines a framework for referencing spatial locations using geographic identifiers rather than coordinates.
  • D. ISO 19131
    ISO 19131 is an international standard in the ISO 19100 geographic information series that defines requirements for specifying and documenting geospatial data products.
  • E. ISO 19130
    ISO 19130 is an international standard in the ISO 19100 geographic information series that defines sensor models and metadata for geolocation of remotely sensed imagery.
  • 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_6a020a7e26d881908ec93d9bcdc9a0ea completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020c6db7fc8190bbf8694a48d851ad completed May 11, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_6a020cd113008190b5c53c12b45bb30e completed May 11, 2026, 5:07 p.m.
Created at: April 10, 2026, 5:31 a.m.