Triple

T3238291
Position Surface form Disambiguated ID Type / Status
Subject GCC Ministerial Council E67906 entity
Predicate hasAuthorityOver P544 FINISHED
Object GCC economic and social coordination
GCC economic and social coordination refers to the collective efforts and mechanisms through which Gulf Cooperation Council member states harmonize their economic policies and social development initiatives to promote regional integration and shared prosperity.
E340439 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: GCC economic and social coordination | Statement: [GCC Ministerial Council, hasAuthorityOver, GCC economic and social coordination]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GCC economic and social coordination
Context triple: [GCC Ministerial Council, hasAuthorityOver, GCC economic and social coordination]
  • A. Economic Coordination Committee
    The Economic Coordination Committee is a key decision-making body of the Government of Pakistan responsible for formulating and coordinating the country’s economic and financial policies.
  • B. Activity Analysis of Production and Allocation
    "Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
  • C. Circle of Friends of the Economy
    Circle of Friends of the Economy was a group of influential German industrialists and businessmen closely aligned with the Nazi leadership, providing financial and political support to the regime.
  • D. Centralization and Decentralization in Economic Policy
    "Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
  • E. commission on economic issues
    The commission on economic issues is a permanent specialized body that focuses on analyzing, advising on, and addressing economic policies and challenges within its governing institution.
  • 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: GCC economic and social coordination
Triple: [GCC Ministerial Council, hasAuthorityOver, GCC economic and social coordination]
Generated description
GCC economic and social coordination refers to the collective efforts and mechanisms through which Gulf Cooperation Council member states harmonize their economic policies and social development initiatives to promote regional integration and shared prosperity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GCC economic and social coordination
Target entity description: GCC economic and social coordination refers to the collective efforts and mechanisms through which Gulf Cooperation Council member states harmonize their economic policies and social development initiatives to promote regional integration and shared prosperity.
  • A. Economic Coordination Committee
    The Economic Coordination Committee is a key decision-making body of the Government of Pakistan responsible for formulating and coordinating the country’s economic and financial policies.
  • B. Activity Analysis of Production and Allocation
    "Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
  • C. Circle of Friends of the Economy
    Circle of Friends of the Economy was a group of influential German industrialists and businessmen closely aligned with the Nazi leadership, providing financial and political support to the regime.
  • D. Centralization and Decentralization in Economic Policy
    "Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
  • E. commission on economic issues
    The commission on economic issues is a permanent specialized body that focuses on analyzing, advising on, and addressing economic policies and challenges within its governing institution.
  • 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_69ad858d27348190abb61c280b4c86a9 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaef3b04081908ce9b788e2e5c63c completed March 8, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2774a97c481908be820bc5ddf786d completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b2780e41e0819080ddb26668f32838 completed March 12, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_69b27bd238a48190b9d13ee8a8bc955d completed March 12, 2026, 8:39 a.m.
Created at: March 8, 2026, 3:08 p.m.