Triple

T5343807
Position Surface form Disambiguated ID Type / Status
Subject APEC Economic Committee E124002 entity
Predicate worksOn P3 FINISHED
Object Renewed APEC Agenda for Structural Reform (RAASR)
The Renewed APEC Agenda for Structural Reform (RAASR) is an APEC-wide policy framework that guides member economies in implementing structural reforms to promote sustainable, inclusive, and innovation-driven growth.
E511374 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: Renewed APEC Agenda for Structural Reform (RAASR) | Statement: [APEC Economic Committee, worksOn, Renewed APEC Agenda for Structural Reform (RAASR)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Renewed APEC Agenda for Structural Reform (RAASR)
Context triple: [APEC Economic Committee, worksOn, Renewed APEC Agenda for Structural Reform (RAASR)]
  • A. 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.
  • 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. Indo-Pacific Economic Framework for Prosperity
    The Indo-Pacific Economic Framework for Prosperity is a U.S.-led economic initiative launched in 2022 to deepen trade, supply chain, clean energy, and anti-corruption cooperation among countries across the Indo-Pacific region.
  • E. APEC Policy Partnership on Science, Technology and Innovation
    The APEC Policy Partnership on Science, Technology and Innovation is a public–private forum within APEC that promotes collaborative policies and initiatives to advance science, technology, and innovation-driven growth across 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: Renewed APEC Agenda for Structural Reform (RAASR)
Triple: [APEC Economic Committee, worksOn, Renewed APEC Agenda for Structural Reform (RAASR)]
Generated description
The Renewed APEC Agenda for Structural Reform (RAASR) is an APEC-wide policy framework that guides member economies in implementing structural reforms to promote sustainable, inclusive, and innovation-driven growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Renewed APEC Agenda for Structural Reform (RAASR)
Target entity description: The Renewed APEC Agenda for Structural Reform (RAASR) is an APEC-wide policy framework that guides member economies in implementing structural reforms to promote sustainable, inclusive, and innovation-driven growth.
  • A. 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.
  • 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. Indo-Pacific Economic Framework for Prosperity
    The Indo-Pacific Economic Framework for Prosperity is a U.S.-led economic initiative launched in 2022 to deepen trade, supply chain, clean energy, and anti-corruption cooperation among countries across the Indo-Pacific region.
  • E. APEC Policy Partnership on Science, Technology and Innovation
    The APEC Policy Partnership on Science, Technology and Innovation is a public–private forum within APEC that promotes collaborative policies and initiatives to advance science, technology, and innovation-driven growth across 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_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.