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.