Triple

T1125288
Position Surface form Disambiguated ID Type / Status
Subject APEC Economic Leaders' Meeting E24704 entity
Predicate policyFramework P25238 FINISHED
Object Bogor Goals of free and open trade and investment in the Asia-Pacific
The Bogor Goals of free and open trade and investment in the Asia-Pacific are APEC’s landmark long-term liberalization objectives, committing member economies to progressively eliminate barriers to trade and investment within the region.
E899 NE FINISHED

How this triple was built (5 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: Bogor Goals of free and open trade and investment in the Asia-Pacific | Statement: [APEC Economic Leaders' Meeting, policyFramework, Bogor Goals of free and open trade and investment in the Asia-Pacific]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bogor Goals of free and open trade and investment in the Asia-Pacific
Context triple: [APEC Economic Leaders' Meeting, policyFramework, Bogor Goals of free and open trade and investment in the Asia-Pacific]
  • A. ASEAN Free Trade Area
    The ASEAN Free Trade Area is a regional economic agreement among Southeast Asian nations aimed at reducing trade barriers and promoting the free flow of goods within the ASEAN bloc.
  • B. 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.
  • C. Asia-Pacific Economic Cooperation
    The Asia-Pacific Economic Cooperation (APEC) is a regional forum of Pacific Rim economies that promotes free trade, economic integration, and sustainable growth across the Asia-Pacific region.
  • D. ASEAN Vision
    ASEAN Vision is the long-term strategic framework guiding the Association of Southeast Asian Nations toward deeper regional integration, shared identity, and a cohesive political, economic, and socio-cultural community.
  • E. Charter of the South Asian Association for Regional Cooperation
    The Charter of the South Asian Association for Regional Cooperation is the founding constitutional document that establishes SAARC’s objectives, principles, and institutional framework for regional cooperation among South Asian countries.
  • 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: Bogor Goals of free and open trade and investment in the Asia-Pacific
Triple: [APEC Economic Leaders' Meeting, policyFramework, Bogor Goals of free and open trade and investment in the Asia-Pacific]
Generated description
The Bogor Goals of free and open trade and investment in the Asia-Pacific are APEC’s landmark long-term liberalization objectives, committing member economies to progressively eliminate barriers to trade and investment within the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bogor Goals of free and open trade and investment in the Asia-Pacific
Target entity description: The Bogor Goals of free and open trade and investment in the Asia-Pacific are APEC’s landmark long-term liberalization objectives, committing member economies to progressively eliminate barriers to trade and investment within the region.
  • A. ASEAN Free Trade Area
    The ASEAN Free Trade Area is a regional economic agreement among Southeast Asian nations aimed at reducing trade barriers and promoting the free flow of goods within the ASEAN bloc.
  • B. 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.
  • C. Asia-Pacific Economic Cooperation chosen
    The Asia-Pacific Economic Cooperation (APEC) is a regional forum of Pacific Rim economies that promotes free trade, economic integration, and sustainable growth across the Asia-Pacific region.
  • D. ASEAN Vision
    ASEAN Vision is the long-term strategic framework guiding the Association of Southeast Asian Nations toward deeper regional integration, shared identity, and a cohesive political, economic, and socio-cultural community.
  • E. Charter of the South Asian Association for Regional Cooperation
    The Charter of the South Asian Association for Regional Cooperation is the founding constitutional document that establishes SAARC’s objectives, principles, and institutional framework for regional cooperation among South Asian countries.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: policyFramework
Context triple: [APEC Economic Leaders' Meeting, policyFramework, Bogor Goals of free and open trade and investment in the Asia-Pacific]
  • A. policyContext
    Indicates the situational or regulatory framework within which a policy is defined, interpreted, or applied.
  • B. policyApproach
    Indicates the strategy, method, or overall course of action adopted in creating, implementing, or managing a policy.
  • C. policyTool
    Indicates that an entity is a tool, mechanism, or instrument used to design, implement, or enforce a policy.
  • D. policyFocus
    Indicates that an entity (such as a person, organization, or document) is primarily concerned with, directed toward, or centered on a particular policy area or issue.
  • E. policyDomain
    Indicates the thematic or subject-matter area to which a given policy, rule, or regulatory action belongs.
  • F. None of above. chosen

Provenance (7 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bc4bc21881909dcfe628f59f3e8c completed March 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac539fc3708190b0b3dec5d5c73a71 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac54b01b7c8190ab7ad4441757fa2f completed March 7, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69ac556dfc8c8190b70a7d6310aa87d7 completed March 7, 2026, 4:42 p.m.
PD Predicate disambiguation batch_69a4bb4749ac8190b0fbddac2e9b2586 completed March 1, 2026, 10:18 p.m.
PDg Predicate description generation batch_69a4bc47fce48190825d3a877251f789 completed March 1, 2026, 10:23 p.m.
Created at: March 1, 2026, 7:44 p.m.