Triple

T2747786
Position Surface form Disambiguated ID Type / Status
Subject ABAC E60910 entity
Predicate hasStakeholders P1553 FINISHED
Object APEC member governments
APEC member governments are the national administrations of the 21 Asia-Pacific economies that participate in the Asia-Pacific Economic Cooperation forum and shape its regional economic and trade policies.
E296305 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 member governments | Statement: [ABAC, hasStakeholders, APEC member governments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC member governments
Context triple: [ABAC, hasStakeholders, APEC member governments]
  • A. APEC Secretariat
    The APEC Secretariat is the central administrative and support body that coordinates and implements the programs, meetings, and initiatives of the Asia-Pacific Economic Cooperation forum.
  • B. APEC host economy
    The APEC host economy is the member economy that holds the rotating chair for a given year, organizing and leading that year’s Asia-Pacific Economic Cooperation meetings and agenda.
  • 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. 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.
  • E. APEC Business Advisory Council
    The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) 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 member governments
Triple: [ABAC, hasStakeholders, APEC member governments]
Generated description
APEC member governments are the national administrations of the 21 Asia-Pacific economies that participate in the Asia-Pacific Economic Cooperation forum and shape its regional economic and trade policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC member governments
Target entity description: APEC member governments are the national administrations of the 21 Asia-Pacific economies that participate in the Asia-Pacific Economic Cooperation forum and shape its regional economic and trade policies.
  • A. APEC Secretariat
    The APEC Secretariat is the central administrative and support body that coordinates and implements the programs, meetings, and initiatives of the Asia-Pacific Economic Cooperation forum.
  • B. APEC host economy
    The APEC host economy is the member economy that holds the rotating chair for a given year, organizing and leading that year’s Asia-Pacific Economic Cooperation meetings and agenda.
  • 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. 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.
  • E. APEC Business Advisory Council
    The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) 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_69ab4b79846081909096725374d65ce9 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb4ff7b08190b72edb6a2bc5fd19 completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc03bd03881908747845aede53f83 completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0a3dcb4819098e922989fb8165c completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc10deaa4819082ad29756b651480 completed March 10, 2026, 6:58 a.m.
Created at: March 6, 2026, 9:56 p.m.