Triple

T10329949
Position Surface form Disambiguated ID Type / Status
Subject Geography Markup Language E242848 entity
Predicate conformsTo P3994 FINISHED
Object 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.
E856251 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 19136 | Statement: [Geography Markup Language, conformsTo, ISO 19136]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO 19136
Context triple: [Geography Markup Language, conformsTo, ISO 19136]
  • A. ISO 19100 series
    The ISO 19100 series is a family of international geographic information standards that define models, schemas, and services for the representation, management, and exchange of geospatial data.
  • B. ISO 19111 for coordinate reference systems
    ISO 19111 for coordinate reference systems is an international standard that defines the conceptual schema and rules for describing, managing, and transforming spatial and temporal coordinate reference systems.
  • C. Open Geospatial Consortium
    The Open Geospatial Consortium is an international industry consortium that develops open standards for geospatial and location-based services and data interoperability.
  • D. IHO S-100 Universal Hydrographic Data Model
    The IHO S-100 Universal Hydrographic Data Model is an international framework standard that defines a modern, flexible structure for encoding and exchanging a wide range of marine and hydrographic geospatial data.
  • E. IHO S-100
    IHO S-100 is a universal hydrographic data model and framework that underpins the next generation of digital marine and nautical information products and services.
  • 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 19136
Triple: [Geography Markup Language, conformsTo, ISO 19136]
Generated description
ISO 19136 is the international standard that defines the Geography Markup Language (GML), an XML-based format for modeling, transporting, and storing geographic information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO 19136
Target entity description: ISO 19136 is the international standard that defines the Geography Markup Language (GML), an XML-based format for modeling, transporting, and storing geographic information.
  • A. ISO 19100 series
    The ISO 19100 series is a family of international geographic information standards that define models, schemas, and services for the representation, management, and exchange of geospatial data.
  • B. ISO 19111 for coordinate reference systems
    ISO 19111 for coordinate reference systems is an international standard that defines the conceptual schema and rules for describing, managing, and transforming spatial and temporal coordinate reference systems.
  • C. Open Geospatial Consortium
    The Open Geospatial Consortium is an international industry consortium that develops open standards for geospatial and location-based services and data interoperability.
  • D. IHO S-100 Universal Hydrographic Data Model
    The IHO S-100 Universal Hydrographic Data Model is an international framework standard that defines a modern, flexible structure for encoding and exchanging a wide range of marine and hydrographic geospatial data.
  • E. IHO S-100
    IHO S-100 is a universal hydrographic data model and framework that underpins the next generation of digital marine and nautical information products and services.
  • 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_69d381af787481908bc401325c760a88 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d7fb77348190ac8ff887f6f03450 completed April 7, 2026, 10:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71dbc7df48190b8a11a92f946fd30 completed April 9, 2026, 3:32 a.m.
NEDg Description generation batch_69d73189d7cc8190b81bb30994b3900f completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d7329891688190b5c1ec5906728f01 completed April 9, 2026, 5:01 a.m.
Created at: April 6, 2026, 11:52 a.m.