Triple

T15545494
Position Surface form Disambiguated ID Type / Status
Subject APEC Putrajaya Vision 2040 E370597 entity
Predicate linkedTo P37 FINISHED
Object APEC 2020 Malaysia host year priorities
APEC 2020 Malaysia host year priorities were the thematic focus areas set by Malaysia to guide Asia-Pacific Economic Cooperation’s work in 2020, emphasizing inclusive economic participation, digital innovation, and sustainable growth in the region.
E1162979 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 2020 Malaysia host year priorities | Statement: [APEC Putrajaya Vision 2040, linkedTo, APEC 2020 Malaysia host year priorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC 2020 Malaysia host year priorities
Context triple: [APEC Putrajaya Vision 2040, linkedTo, APEC 2020 Malaysia host year priorities]
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 2020 Malaysia host year priorities
Triple: [APEC Putrajaya Vision 2040, linkedTo, APEC 2020 Malaysia host year priorities]
Generated description
APEC 2020 Malaysia host year priorities were the thematic focus areas set by Malaysia to guide Asia-Pacific Economic Cooperation’s work in 2020, emphasizing inclusive economic participation, digital innovation, and sustainable growth in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC 2020 Malaysia host year priorities
Target entity description: APEC 2020 Malaysia host year priorities were the thematic focus areas set by Malaysia to guide Asia-Pacific Economic Cooperation’s work in 2020, emphasizing inclusive economic participation, digital innovation, and sustainable growth in the region.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e0443410408190a249889edcd9c599 completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455a38188190a593c70be09d6103 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff45dbc9dc8190b3cac64e4a418aa3 completed May 9, 2026, 2:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff464571808190bfe7ef3a33d246f1 completed May 9, 2026, 2:35 p.m.
Created at: April 10, 2026, 4:07 a.m.