Triple

T522187
Position Surface form Disambiguated ID Type / Status
Subject APEC Secretariat E10840 entity
Predicate hasPart P35 FINISHED
Object 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.
E65932 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 Policy Support Unit | Statement: [APEC Secretariat, hasPart, APEC Policy Support Unit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC Policy Support Unit
Context triple: [APEC Secretariat, hasPart, APEC Policy Support Unit]
  • A. 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.
  • B. APEC Business Advisory Council
    The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
  • C. APEC Working Groups
    APEC Working Groups are specialized committees within the Asia-Pacific Economic Cooperation that coordinate member economies’ cooperation and policy initiatives across key sectors such as trade, energy, transportation, and human resources.
  • D. United Nations Economic and Social Commission for Asia and the Pacific
    The United Nations Economic and Social Commission for Asia and the Pacific is a UN regional body that promotes inclusive and sustainable economic and social development across the Asia-Pacific region through research, policy advice, and intergovernmental cooperation.
  • E. 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.
  • 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 Policy Support Unit
Triple: [APEC Secretariat, hasPart, APEC Policy Support Unit]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC Policy Support Unit
Target entity description: 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.
  • A. 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.
  • B. APEC Business Advisory Council
    The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
  • C. APEC Working Groups
    APEC Working Groups are specialized committees within the Asia-Pacific Economic Cooperation that coordinate member economies’ cooperation and policy initiatives across key sectors such as trade, energy, transportation, and human resources.
  • D. United Nations Economic and Social Commission for Asia and the Pacific
    The United Nations Economic and Social Commission for Asia and the Pacific is a UN regional body that promotes inclusive and sustainable economic and social development across the Asia-Pacific region through research, policy advice, and intergovernmental cooperation.
  • E. 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.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b372408190b3918fec45444674 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b5d50c688190b0093af8870f6fdf completed March 1, 2026, 9:55 p.m.
NEDg Description generation batch_69a4b6643eb481908c1acc6f6d93aa05 completed March 1, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_69a4b6d923b881908d5ad572be2c2946 completed March 1, 2026, 9:59 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.