Triple

T1065812
Position Surface form Disambiguated ID Type / Status
Subject APEC Senior Officials' Meeting E23206 entity
Predicate relatedConcept P37 FINISHED
Object APEC fora
APEC fora are the various committees, working groups, and expert bodies within the Asia-Pacific Economic Cooperation framework that develop and coordinate policies and initiatives across specific issue areas.
 E124004 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: APEC fora | Statement: [APEC Senior Officials' Meeting, relatedConcept, APEC fora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: APEC fora
Context triple: [APEC Senior Officials' Meeting, relatedConcept, APEC fora]
  • A. APEC Ministerial Meeting
    The APEC Ministerial Meeting is a high-level gathering of foreign and trade ministers from Asia-Pacific Economic Cooperation member economies that sets priorities and prepares decisions for APEC leaders.
  • B. APEC Economic Leaders' Meeting
    The APEC Economic Leaders' Meeting is the annual summit where heads of state and government from Asia-Pacific Economic Cooperation member economies convene to discuss and coordinate regional economic integration and policy priorities.
  • C. APEC Senior Officials' Meeting
    The APEC Senior Officials' Meeting is a high-level gathering of senior government representatives from Asia-Pacific Economic Cooperation member economies that coordinates and advances APEC’s annual work agenda and policy priorities.
  • D. APEC Secretariat
    The APEC Secretariat is the central administrative and support body that coordinates and implements the programs, meetings, and initiatives of the Asia-Pacific Economic Cooperation forum.
  • E. APEC Policy Support Unit
    The APEC Policy Support Unit is the research and analysis arm of APEC that provides policy-relevant studies and data to support regional economic cooperation and decision-making.
  • 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: APEC fora
Triple: [APEC Senior Officials' Meeting, relatedConcept, APEC fora]
Generated description
APEC fora are the various committees, working groups, and expert bodies within the Asia-Pacific Economic Cooperation framework that develop and coordinate policies and initiatives across specific issue areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: APEC fora
Target entity description: APEC fora are the various committees, working groups, and expert bodies within the Asia-Pacific Economic Cooperation framework that develop and coordinate policies and initiatives across specific issue areas.
  • A. APEC Ministerial Meeting
    The APEC Ministerial Meeting is a high-level gathering of foreign and trade ministers from Asia-Pacific Economic Cooperation member economies that sets priorities and prepares decisions for APEC leaders.
  • B. APEC Economic Leaders' Meeting
    The APEC Economic Leaders' Meeting is the annual summit where heads of state and government from Asia-Pacific Economic Cooperation member economies convene to discuss and coordinate regional economic integration and policy priorities.
  • C. APEC Senior Officials' Meeting
    The APEC Senior Officials' Meeting is a high-level gathering of senior government representatives from Asia-Pacific Economic Cooperation member economies that coordinates and advances APEC’s annual work agenda and policy priorities.
  • D. APEC Secretariat
    The APEC Secretariat is the central administrative and support body that coordinates and implements the programs, meetings, and initiatives of the Asia-Pacific Economic Cooperation forum.
  • E. APEC Policy Support Unit
    The APEC Policy Support Unit is the research and analysis arm of APEC that provides policy-relevant studies and data to support regional economic cooperation and decision-making.
  • 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_69a493ee1f908190992b5f0d1b04459b completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b910c6d481909c56f961a0e8720c completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42a336388190a6d18fda8a7a151d completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac43f306e48190b94f16749f5ba0d1 completed March 7, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ac44467c9c8190a82ea8158add468a completed March 7, 2026, 3:29 p.m.
Created at: March 1, 2026, 7:42 p.m.