Triple

T15545412
Position Surface form Disambiguated ID Type / Status
Subject APEC Policy Partnership on SMEs E370596 entity
Predicate replaced P101 FINISHED
Object APEC Small and Medium Enterprises Working Group
The APEC Small and Medium Enterprises Working Group was a cooperative forum within APEC focused on promoting the growth, competitiveness, and internationalization of small and medium-sized enterprises across member economies.
E11483 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 Small and Medium Enterprises Working Group | Statement: [APEC Policy Partnership on SMEs, replaced, APEC Small and Medium Enterprises Working Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC Small and Medium Enterprises Working Group
Context triple: [APEC Policy Partnership on SMEs, replaced, APEC Small and Medium Enterprises Working Group]
  • A. 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.
  • B. APEC Committee on Trade and Investment
    The APEC Committee on Trade and Investment is a key APEC body that works to promote regional economic integration by advancing trade and investment liberalization, facilitation, and related policy cooperation among member economies.
  • C. 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.
  • D. 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.
  • E. APEC SOM Steering Committee on Economic and Technical Cooperation
    The APEC SOM Steering Committee on Economic and Technical Cooperation is a senior APEC body that oversees and coordinates the forum’s economic and technical cooperation agenda across its various working groups and initiatives.
  • 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 Small and Medium Enterprises Working Group
Triple: [APEC Policy Partnership on SMEs, replaced, APEC Small and Medium Enterprises Working Group]
Generated description
The APEC Small and Medium Enterprises Working Group was a cooperative forum within APEC focused on promoting the growth, competitiveness, and internationalization of small and medium-sized enterprises across member economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC Small and Medium Enterprises Working Group
Target entity description: The APEC Small and Medium Enterprises Working Group was a cooperative forum within APEC focused on promoting the growth, competitiveness, and internationalization of small and medium-sized enterprises across member economies.
  • A. APEC Working Groups chosen
    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.
  • B. APEC Committee on Trade and Investment
    The APEC Committee on Trade and Investment is a key APEC body that works to promote regional economic integration by advancing trade and investment liberalization, facilitation, and related policy cooperation among member economies.
  • C. 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.
  • D. 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.
  • E. APEC SOM Steering Committee on Economic and Technical Cooperation
    The APEC SOM Steering Committee on Economic and Technical Cooperation is a senior APEC body that oversees and coordinates the forum’s economic and technical cooperation agenda across its various working groups and initiatives.
  • F. None of above.

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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e0443410408190a249889edcd9c599 completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c3be1b481909e35094e8088f836 completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4fcf5208819085aed990c3c83921 completed May 9, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69ff5031e2e88190936b65ee5bd491e1 completed May 9, 2026, 3:18 p.m.
Created at: April 10, 2026, 4:07 a.m.