Triple

T20776810
Position Surface form Disambiguated ID Type / Status
Subject Renewed APEC Agenda for Structural Reform E511374 entity
Predicate successor P78 FINISHED
Object Enhanced APEC Agenda for Structural Reform
The Enhanced APEC Agenda for Structural Reform is a policy framework adopted by APEC economies to deepen and update their cooperation on structural reforms that promote productivity, inclusive growth, and economic resilience in the Asia-Pacific region.
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: Enhanced APEC Agenda for Structural Reform | Statement: [Renewed APEC Agenda for Structural Reform, successor, Enhanced APEC Agenda for Structural Reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Enhanced APEC Agenda for Structural Reform
Context triple: [Renewed APEC Agenda for Structural Reform, successor, Enhanced APEC Agenda for Structural Reform]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. APEC Osaka Action Agenda
    The APEC Osaka Action Agenda is a comprehensive framework adopted by APEC economies in 1995 to guide the realization of free and open trade and investment in the Asia-Pacific region through liberalization, facilitation, and economic cooperation.
  • 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: Enhanced APEC Agenda for Structural Reform
Triple: [Renewed APEC Agenda for Structural Reform, successor, Enhanced APEC Agenda for Structural Reform]
Generated description
The Enhanced APEC Agenda for Structural Reform is a policy framework adopted by APEC economies to deepen and update their cooperation on structural reforms that promote productivity, inclusive growth, and economic resilience in the Asia-Pacific region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Enhanced APEC Agenda for Structural Reform
Target entity description: The Enhanced APEC Agenda for Structural Reform is a policy framework adopted by APEC economies to deepen and update their cooperation on structural reforms that promote productivity, inclusive growth, and economic resilience in the Asia-Pacific region.
  • A. Renewed APEC Agenda for Structural Reform (RAASR) chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. APEC Osaka Action Agenda
    The APEC Osaka Action Agenda is a comprehensive framework adopted by APEC economies in 1995 to guide the realization of free and open trade and investment in the Asia-Pacific region through liberalization, facilitation, and economic cooperation.
  • 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_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_6a091389d23c8190a16328b694cda6e6 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09144734b0819090901b8e6590222f completed May 17, 2026, 1:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0914a0fb4c8190be5d504ff65dfe32 completed May 17, 2026, 1:06 a.m.
Created at: April 16, 2026, 12:37 p.m.