Triple

T7046043
Position Surface form Disambiguated ID Type / Status
Subject SAARC Preferential Trading Arrangement E163632 entity
Predicate framework P2450 FINISHED
Object SAARC economic cooperation
SAARC economic cooperation is a regional initiative among South Asian countries aimed at enhancing economic integration, trade, and development through collaborative policies and agreements.
E5067 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: SAARC economic cooperation | Statement: [SAARC Preferential Trading Arrangement, framework, SAARC economic cooperation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SAARC economic cooperation
Context triple: [SAARC Preferential Trading Arrangement, framework, SAARC economic cooperation]
  • A. SAARC Preferential Trading Arrangement
    The SAARC Preferential Trading Arrangement (SAPTA) was a regional trade agreement among South Asian countries aimed at gradually reducing trade barriers and promoting economic cooperation within the SAARC framework.
  • B. South Asian Association for Regional Cooperation
    The South Asian Association for Regional Cooperation (SAARC) is an intergovernmental organization of South Asian countries that promotes regional cooperation and development in areas such as economics, culture, and social progress.
  • C. SAARC Development Fund
    The SAARC Development Fund is a regional financial institution that supports social, economic, and infrastructure development projects among South Asian Association for Regional Cooperation (SAARC) member countries.
  • D. BIMSTEC
    BIMSTEC (Bay of Bengal Initiative for Multi-Sectoral Technical and Economic Cooperation) is a regional organization that promotes economic and technical collaboration among countries in the Bay of Bengal region, bridging South and Southeast Asia.
  • E. SAARC institutional framework
    The SAARC institutional framework is the overarching organizational structure that coordinates and governs the various bodies, funds, and mechanisms of the South Asian Association for Regional Cooperation to promote regional integration and development among its member states.
  • 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: SAARC economic cooperation
Triple: [SAARC Preferential Trading Arrangement, framework, SAARC economic cooperation]
Generated description
SAARC economic cooperation is a regional initiative among South Asian countries aimed at enhancing economic integration, trade, and development through collaborative policies and agreements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SAARC economic cooperation
Target entity description: SAARC economic cooperation is a regional initiative among South Asian countries aimed at enhancing economic integration, trade, and development through collaborative policies and agreements.
  • A. SAARC Preferential Trading Arrangement
    The SAARC Preferential Trading Arrangement (SAPTA) was a regional trade agreement among South Asian countries aimed at gradually reducing trade barriers and promoting economic cooperation within the SAARC framework.
  • B. South Asian Association for Regional Cooperation chosen
    The South Asian Association for Regional Cooperation (SAARC) is an intergovernmental organization of South Asian countries that promotes regional cooperation and development in areas such as economics, culture, and social progress.
  • C. SAARC Development Fund
    The SAARC Development Fund is a regional financial institution that supports social, economic, and infrastructure development projects among South Asian Association for Regional Cooperation (SAARC) member countries.
  • D. BIMSTEC
    BIMSTEC (Bay of Bengal Initiative for Multi-Sectoral Technical and Economic Cooperation) is a regional organization that promotes economic and technical collaboration among countries in the Bay of Bengal region, bridging South and Southeast Asia.
  • E. SAARC institutional framework
    The SAARC institutional framework is the overarching organizational structure that coordinates and governs the various bodies, funds, and mechanisms of the South Asian Association for Regional Cooperation to promote regional integration and development among its member states.
  • 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_69c6885f598c8190b6b6495c59d8d962 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e238c7a4819095f5ff7283d48da8 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7887e6e50819088c23c9b45861a54 completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78a822ab0819097e2b40d4b9e044f completed March 28, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69c78b33f5308190a3f234a2c0bd8b9c completed March 28, 2026, 8:03 a.m.
Created at: March 27, 2026, 2:37 p.m.