Triple

T20776581
Position Surface form Disambiguated ID Type / Status
Subject APEC Services Competitiveness Roadmap E511369 entity
Predicate alignedWith P1140 FINISHED
Object APEC Growth Strategy
The APEC Growth Strategy is a long-term framework adopted by Asia-Pacific Economic Cooperation economies to promote balanced, inclusive, sustainable, innovative, and secure economic growth across the region.
E1449535 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 Growth Strategy | Statement: [APEC Services Competitiveness Roadmap, alignedWith, APEC Growth Strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC Growth Strategy
Context triple: [APEC Services Competitiveness Roadmap, alignedWith, APEC Growth Strategy]
  • A. APEC New Strategy for Structural Reform (ANSSR)
    The APEC New Strategy for Structural Reform (ANSSR) is a regional framework guiding APEC economies in implementing structural reforms to promote inclusive, balanced, and sustainable economic growth.
  • B. 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.
  • C. 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.
  • D. APEC Services Competitiveness Roadmap
    The APEC Services Competitiveness Roadmap is a strategic framework adopted by APEC economies to enhance the efficiency, openness, and competitiveness of services sectors across the Asia-Pacific region by 2025.
  • E. 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.
  • 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 Growth Strategy
Triple: [APEC Services Competitiveness Roadmap, alignedWith, APEC Growth Strategy]
Generated description
The APEC Growth Strategy is a long-term framework adopted by Asia-Pacific Economic Cooperation economies to promote balanced, inclusive, sustainable, innovative, and secure economic growth across the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC Growth Strategy
Target entity description: The APEC Growth Strategy is a long-term framework adopted by Asia-Pacific Economic Cooperation economies to promote balanced, inclusive, sustainable, innovative, and secure economic growth across the region.
  • A. APEC New Strategy for Structural Reform (ANSSR)
    The APEC New Strategy for Structural Reform (ANSSR) is a regional framework guiding APEC economies in implementing structural reforms to promote inclusive, balanced, and sustainable economic growth.
  • B. 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.
  • C. 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.
  • D. APEC Services Competitiveness Roadmap
    The APEC Services Competitiveness Roadmap is a strategic framework adopted by APEC economies to enhance the efficiency, openness, and competitiveness of services sectors across the Asia-Pacific region by 2025.
  • E. 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.
  • 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.