Triple

T20776757
Position Surface form Disambiguated ID Type / Status
Subject APEC New Strategy for Structural Reform E511373 entity
Predicate supports P516 FINISHED
Object APEC Bogor Goals of free and open trade and investment
The APEC Bogor Goals of free and open trade and investment are a set of long-term commitments by APEC economies to achieve liberalized, barrier-free trade and investment in the Asia-Pacific region within agreed timeframes.
E1449540 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 Bogor Goals of free and open trade and investment | Statement: [APEC New Strategy for Structural Reform, supports, APEC Bogor Goals of free and open trade and investment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC Bogor Goals of free and open trade and investment
Context triple: [APEC New Strategy for Structural Reform, supports, APEC Bogor Goals of free and open trade and investment]
  • A. 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.
  • B. APEC Investment Facilitation Action Plan
    The APEC Investment Facilitation Action Plan is a regional initiative aimed at improving the transparency, efficiency, and predictability of investment environments across APEC economies to promote greater cross-border investment.
  • C. APEC Putrajaya Vision 2040
    APEC Putrajaya Vision 2040 is the long-term blueprint adopted by APEC economies to guide regional cooperation toward an open, dynamic, resilient and peaceful Asia-Pacific community by the year 2040.
  • D. APEC Trade Facilitation Action Plan
    The APEC Trade Facilitation Action Plan is a regional initiative aimed at reducing trade transaction costs and simplifying customs and business procedures among APEC member economies to promote freer and more efficient trade.
  • E. 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.
  • 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 Bogor Goals of free and open trade and investment
Triple: [APEC New Strategy for Structural Reform, supports, APEC Bogor Goals of free and open trade and investment]
Generated description
The APEC Bogor Goals of free and open trade and investment are a set of long-term commitments by APEC economies to achieve liberalized, barrier-free trade and investment in the Asia-Pacific region within agreed timeframes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC Bogor Goals of free and open trade and investment
Target entity description: The APEC Bogor Goals of free and open trade and investment are a set of long-term commitments by APEC economies to achieve liberalized, barrier-free trade and investment in the Asia-Pacific region within agreed timeframes.
  • A. 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.
  • B. APEC Investment Facilitation Action Plan
    The APEC Investment Facilitation Action Plan is a regional initiative aimed at improving the transparency, efficiency, and predictability of investment environments across APEC economies to promote greater cross-border investment.
  • C. APEC Putrajaya Vision 2040
    APEC Putrajaya Vision 2040 is the long-term blueprint adopted by APEC economies to guide regional cooperation toward an open, dynamic, resilient and peaceful Asia-Pacific community by the year 2040.
  • D. APEC Trade Facilitation Action Plan
    The APEC Trade Facilitation Action Plan is a regional initiative aimed at reducing trade transaction costs and simplifying customs and business procedures among APEC member economies to promote freer and more efficient trade.
  • E. 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.
  • 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_69e0b4cac7a48190a715cb3d545df2b4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c26bbe108190bb7c3e5b416e44fe completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef95f3d0819088cab88673d49c28 completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f015f37081909e7202a76a5814ea completed May 16, 2026, 10:30 p.m.
NED2 Entity disambiguation (via description) batch_6a08f07dfb208190b00ad28d62e21de4 completed May 16, 2026, 10:32 p.m.
Created at: April 16, 2026, 12:37 p.m.