Triple

T544237
Position Surface form Disambiguated ID Type / Status
Subject Gulf Cooperation Council E12696 entity
Predicate hasAgreement P10885 FINISHED
Object GCC Customs Union
The GCC Customs Union is a regional economic arrangement that harmonizes customs policies and facilitates the free movement of goods among the member states of the Gulf Cooperation Council.
E67912 NE FINISHED

How this triple was built (5 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 Customs Union | Statement: [Gulf Cooperation Council, hasAgreement, GCC Customs Union]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GCC Customs Union
Context triple: [Gulf Cooperation Council, hasAgreement, GCC Customs Union]
  • A. European Union customs union
    The European Union customs union is an integrated trade area in which EU member states apply a common external tariff and eliminate customs duties and quotas on goods traded between them.
  • B. World Customs Organization
    The World Customs Organization is an intergovernmental body that develops international customs standards and promotes cooperation among national customs administrations to facilitate trade and ensure border security.
  • C. German Customs Union
    The German Customs Union (Zollverein) was a 19th-century coalition of German states that created a unified customs area and economic market, paving the way for German unification.
  • D. Council for Trade in Goods
    The Council for Trade in Goods is a key World Trade Organization body that oversees the implementation and functioning of multilateral agreements governing international trade in goods.
  • E. USTR
    USTR is the U.S. government agency responsible for developing and coordinating international trade policy and negotiating trade agreements on behalf of the United 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: GCC Customs Union
Triple: [Gulf Cooperation Council, hasAgreement, GCC Customs Union]
Generated description
The GCC Customs Union is a regional economic arrangement that harmonizes customs policies and facilitates the free movement of goods among the member states of the Gulf Cooperation Council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GCC Customs Union
Target entity description: The GCC Customs Union is a regional economic arrangement that harmonizes customs policies and facilitates the free movement of goods among the member states of the Gulf Cooperation Council.
  • A. European Union customs union
    The European Union customs union is an integrated trade area in which EU member states apply a common external tariff and eliminate customs duties and quotas on goods traded between them.
  • B. World Customs Organization
    The World Customs Organization is an intergovernmental body that develops international customs standards and promotes cooperation among national customs administrations to facilitate trade and ensure border security.
  • C. German Customs Union
    The German Customs Union (Zollverein) was a 19th-century coalition of German states that created a unified customs area and economic market, paving the way for German unification.
  • D. Council for Trade in Goods
    The Council for Trade in Goods is a key World Trade Organization body that oversees the implementation and functioning of multilateral agreements governing international trade in goods.
  • E. USTR
    USTR is the U.S. government agency responsible for developing and coordinating international trade policy and negotiating trade agreements on behalf of the United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAgreement
Context triple: [Gulf Cooperation Council, hasAgreement, GCC Customs Union]
  • A. hasAccord chosen
    Indicates that there is a formal agreement, harmony, or concord between the related entities.
  • B. canEnterIntoAgreementsWith
    Indicates that one entity has the legal or formal capacity to make binding agreements or contracts with another entity.
  • C. basedOnAgreementWith
    Indicates that something exists, is done, or is determined on the basis of a prior agreement or accord between the involved parties.
  • D. agreement
    Indicates that two or more parties mutually consent to and accept shared terms, conditions, or understandings.
  • E. hasMandate
    Indicates that an entity is officially authorized or required to perform a specific role, action, or set of responsibilities.
  • F. None of above.

Provenance (6 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498dea88881908a938fe8f2313bec completed March 1, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4cc5f6dfc8190a6c97a81aa8e82a3 completed March 1, 2026, 11:31 p.m.
NEDg Description generation batch_69a4cdd043b881908795f61cbfa06bc8 completed March 1, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69a4cf2e7b908190817cfcaf0490d6f7 completed March 1, 2026, 11:43 p.m.
PD Predicate disambiguation batch_69a494b8098481908097228db8ad0262 completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.