Triple

T5343789
Position Surface form Disambiguated ID Type / Status
Subject APEC Economic Committee E124002 entity
Predicate collaboratesWith P37 FINISHED
Object APEC Finance Ministers’ Process
The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
E511372 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 Finance Ministers’ Process | Statement: [APEC Economic Committee, collaboratesWith, APEC Finance Ministers’ Process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC Finance Ministers’ Process
Context triple: [APEC Economic Committee, collaboratesWith, APEC Finance Ministers’ Process]
  • 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 Policy Partnership on SMEs
    The APEC Policy Partnership on SMEs is a public–private forum within APEC that develops and coordinates policies to support the growth, innovation, and internationalization of small and medium-sized enterprises across the Asia-Pacific region.
  • C. 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.
  • D. APEC Economic Committee
    The APEC Economic Committee is a key body within the Asia-Pacific Economic Cooperation that works to advance structural reform and improve the region’s economic and regulatory environment.
  • E. 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.
  • 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 Finance Ministers’ Process
Triple: [APEC Economic Committee, collaboratesWith, APEC Finance Ministers’ Process]
Generated description
The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC Finance Ministers’ Process
Target entity description: The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
  • 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 Policy Partnership on SMEs
    The APEC Policy Partnership on SMEs is a public–private forum within APEC that develops and coordinates policies to support the growth, innovation, and internationalization of small and medium-sized enterprises across the Asia-Pacific region.
  • C. 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.
  • D. APEC Economic Committee
    The APEC Economic Committee is a key body within the Asia-Pacific Economic Cooperation that works to advance structural reform and improve the region’s economic and regulatory environment.
  • E. 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.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85e86edc81908d87933db6489f91 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18ce6aac819093b36992303c5b1c completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf198574ec8190b4e142c6c783f377 completed March 21, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69bf19e2d1fc81909030e32bb18d46dc completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 2:01 p.m.