Triple

T5343754
Position Surface form Disambiguated ID Type / Status
Subject Committee on Trade and Investment E124001 entity
Predicate supportsProgram P178 FINISHED
Object APEC Trade Facilitation Action Plan
The APEC Trade Facilitation Action Plan is a regional initiative aimed at reducing trade transaction costs and simplifying customs and business procedures among APEC member economies to promote freer and more efficient trade.
E511368 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 Trade Facilitation Action Plan | Statement: [Committee on Trade and Investment, supportsProgram, APEC Trade Facilitation Action Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC Trade Facilitation Action Plan
Context triple: [Committee on Trade and Investment, supportsProgram, APEC Trade Facilitation Action Plan]
  • 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. 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.
  • D. Comprehensive and Progressive Agreement for Trans-Pacific Partnership
    The Comprehensive and Progressive Agreement for Trans-Pacific Partnership is a major multilateral trade pact among Pacific Rim countries that lowers trade barriers, sets high-standard rules on issues like labor and the environment, and aims to deepen economic integration across the Indo-Pacific.
  • E. International Convention on the Simplification and Harmonization of Customs Procedures (Kyoto Convention)
    The International Convention on the Simplification and Harmonization of Customs Procedures (Kyoto Convention) is a key international treaty that sets standardized principles and practices to streamline and modernize customs procedures worldwide.
  • 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 Trade Facilitation Action Plan
Triple: [Committee on Trade and Investment, supportsProgram, APEC Trade Facilitation Action Plan]
Generated description
The APEC Trade Facilitation Action Plan is a regional initiative aimed at reducing trade transaction costs and simplifying customs and business procedures among APEC member economies to promote freer and more efficient trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC Trade Facilitation Action Plan
Target entity description: The APEC Trade Facilitation Action Plan is a regional initiative aimed at reducing trade transaction costs and simplifying customs and business procedures among APEC member economies to promote freer and more efficient trade.
  • 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. 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.
  • D. Comprehensive and Progressive Agreement for Trans-Pacific Partnership
    The Comprehensive and Progressive Agreement for Trans-Pacific Partnership is a major multilateral trade pact among Pacific Rim countries that lowers trade barriers, sets high-standard rules on issues like labor and the environment, and aims to deepen economic integration across the Indo-Pacific.
  • E. International Convention on the Simplification and Harmonization of Customs Procedures (Kyoto Convention)
    The International Convention on the Simplification and Harmonization of Customs Procedures (Kyoto Convention) is a key international treaty that sets standardized principles and practices to streamline and modernize customs procedures worldwide.
  • 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.