Triple

T5343730
Position Surface form Disambiguated ID Type / Status
Subject Committee on Trade and Investment E124001 entity
Predicate coordinatesWith P1140 FINISHED
Object APEC Investment Experts Group
The APEC Investment Experts Group is a specialist body within APEC that focuses on improving the investment climate and promoting cross-border investment among member economies.
 E511357 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 Investment Experts Group | Statement: [Committee on Trade and Investment, coordinatesWith, APEC Investment Experts Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: APEC Investment Experts Group
Context triple: [Committee on Trade and Investment, coordinatesWith, APEC Investment Experts Group]
  • A. 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.
  • B. 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.
  • 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 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 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.
  • 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 Investment Experts Group
Triple: [Committee on Trade and Investment, coordinatesWith, APEC Investment Experts Group]
Generated description
The APEC Investment Experts Group is a specialist body within APEC that focuses on improving the investment climate and promoting cross-border investment among member economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: APEC Investment Experts Group
Target entity description: The APEC Investment Experts Group is a specialist body within APEC that focuses on improving the investment climate and promoting cross-border investment among member economies.
  • A. 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.
  • B. 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.
  • 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 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 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.
  • 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.