Triple

T20776505
Position Surface form Disambiguated ID Type / Status
Subject APEC Trade Facilitation Action Plan E511368 entity
Predicate hasAbbreviation P43 FINISHED
Object TFAP
TFAP is an APEC initiative aimed at simplifying and harmonizing trade procedures to reduce business transaction costs and promote regional economic integration.
 E1449528 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: TFAP | Statement: [APEC Trade Facilitation Action Plan, hasAbbreviation, TFAP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TFAP
Context triple: [APEC Trade Facilitation Action Plan, hasAbbreviation, TFAP]
  • A. FAPS
    FAPS is a professional honorific title signifying election as a Fellow of the American Physical Society in recognition of exceptional contributions to physics.
  • B. FPA
    FPA is the Finnish acronym for the Social Insurance Institution of Finland, the national agency responsible for administering Finland’s social security benefits.
  • C. CFAP
    CFAP is a California state program that provides food assistance benefits to certain low-income residents who are ineligible for federal SNAP due to immigration status.
  • D. TPA
    TPA is the three-letter IATA airport code for Tampa International Airport, a major commercial airport serving the Tampa Bay area in Florida, USA.
  • E. TPA
    TPA is an abbreviation commonly used for a Tri-Party Agreement, a legal contract involving three separate parties that defines their respective rights and obligations.
  • 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: TFAP
Triple: [APEC Trade Facilitation Action Plan, hasAbbreviation, TFAP]
Generated description
TFAP is an APEC initiative aimed at simplifying and harmonizing trade procedures to reduce business transaction costs and promote regional economic integration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TFAP
Target entity description: TFAP is an APEC initiative aimed at simplifying and harmonizing trade procedures to reduce business transaction costs and promote regional economic integration.
  • A. FAPS
    FAPS is a professional honorific title signifying election as a Fellow of the American Physical Society in recognition of exceptional contributions to physics.
  • B. FPA
    FPA is the Finnish acronym for the Social Insurance Institution of Finland, the national agency responsible for administering Finland’s social security benefits.
  • C. CFAP
    CFAP is a California state program that provides food assistance benefits to certain low-income residents who are ineligible for federal SNAP due to immigration status.
  • D. TPA
    TPA is an abbreviation commonly used for a Tri-Party Agreement, a legal contract involving three separate parties that defines their respective rights and obligations.
  • E. TPA
    TPA is the three-letter IATA airport code for Tampa International Airport, a major commercial airport serving the Tampa Bay area in Florida, USA.
  • 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.