Triple

T7940100
Position Surface form Disambiguated ID Type / Status
Subject Global Biodiversity Information Facility E184366 entity
Predicate usesStandard P1587 FINISHED
Object Biodiversity Information Standards (TDWG) standards
Biodiversity Information Standards (TDWG) standards are a set of internationally recognized technical specifications and protocols that enable consistent sharing, integration, and use of biodiversity data across institutions and platforms.
E699344 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: Biodiversity Information Standards (TDWG) standards | Statement: [Global Biodiversity Information Facility, usesStandard, Biodiversity Information Standards (TDWG) standards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biodiversity Information Standards (TDWG) standards
Context triple: [Global Biodiversity Information Facility, usesStandard, Biodiversity Information Standards (TDWG) standards]
  • A. Global Biodiversity Information Facility
    The Global Biodiversity Information Facility (GBIF) is an international open-data infrastructure that provides free access to biodiversity occurrence records from institutions and citizen-science projects worldwide.
  • B. Joint Steering Committee for Development of RDA
    The Joint Steering Committee for Development of RDA is the international body responsible for creating and maintaining the Resource Description and Access (RDA) cataloging standard used by libraries and related institutions.
  • C. Darwin Information Typing Architecture
    Darwin Information Typing Architecture (DITA) is an XML-based, topic-oriented architecture and standard for authoring, organizing, and publishing technical content in a modular and reusable way.
  • D. 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.
  • E. Committee on Data of the International Science Council
    The Committee on Data of the International Science Council (CODATA) is an international scientific body that promotes global collaboration on data standards, policies, and practices to improve the quality, accessibility, and interoperability of scientific data across disciplines.
  • 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: Biodiversity Information Standards (TDWG) standards
Triple: [Global Biodiversity Information Facility, usesStandard, Biodiversity Information Standards (TDWG) standards]
Generated description
Biodiversity Information Standards (TDWG) standards are a set of internationally recognized technical specifications and protocols that enable consistent sharing, integration, and use of biodiversity data across institutions and platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biodiversity Information Standards (TDWG) standards
Target entity description: Biodiversity Information Standards (TDWG) standards are a set of internationally recognized technical specifications and protocols that enable consistent sharing, integration, and use of biodiversity data across institutions and platforms.
  • A. Global Biodiversity Information Facility
    The Global Biodiversity Information Facility (GBIF) is an international open-data infrastructure that provides free access to biodiversity occurrence records from institutions and citizen-science projects worldwide.
  • B. Joint Steering Committee for Development of RDA
    The Joint Steering Committee for Development of RDA is the international body responsible for creating and maintaining the Resource Description and Access (RDA) cataloging standard used by libraries and related institutions.
  • C. Darwin Information Typing Architecture
    Darwin Information Typing Architecture (DITA) is an XML-based, topic-oriented architecture and standard for authoring, organizing, and publishing technical content in a modular and reusable way.
  • D. 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.
  • E. Committee on Data of the International Science Council
    The Committee on Data of the International Science Council (CODATA) is an international scientific body that promotes global collaboration on data standards, policies, and practices to improve the quality, accessibility, and interoperability of scientific data across disciplines.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b0983388190a77e8d5d899c5130 completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c0e868481908748d340244ea8ea completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7635a0e48190ae8c3f6993df3ad2 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb663d3a48190bc62f7a04bc6a1bb completed March 31, 2026, 11:56 a.m.
Created at: March 30, 2026, 5:08 p.m.