Triple

T13972512
Position Surface form Disambiguated ID Type / Status
Subject Luxembourg and France E336099 entity
Predicate haveCustomsUnionThrough P12067 FINISHED
Object European Union customs union E49004 NE FINISHED

How this triple was built (3 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: European Union customs union | Statement: [Luxembourg and France, haveCustomsUnionThrough, European Union customs union]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Union customs union
Context triple: [Luxembourg and France, haveCustomsUnionThrough, European Union customs union]
  • A. European Union customs union chosen
    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. European Union internal market
    The European Union internal market is a single, integrated economic area across EU member states in which goods, services, capital, and people can move freely under common rules and standards.
  • C. 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.
  • D. European Union common commercial policy
    The European Union common commercial policy is the EU’s unified framework for managing trade relations with non-EU countries, including tariffs, trade agreements, and external trade regulations.
  • E. European Economic Area
    The European Economic Area is a regional agreement that extends the European Union’s single market to certain non-EU countries, allowing them to participate in the free movement of goods, services, people, and capital.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: haveCustomsUnionThrough
Context triple: [Luxembourg and France, haveCustomsUnionThrough, European Union customs union]
  • A. hasCustomsUnion chosen
    Indicates that two or more entities participate in a customs union, sharing a common external tariff and removing customs duties between them.
  • B. hasCustomsUnionStatus
    Indicates that there exists a formal customs union relationship between the entities, under which they share a common external tariff and remove customs duties on trade between them.
  • C. establishedCustomsUnion
    Indicates that one entity has created or formally instituted a customs union agreement with another entity, eliminating internal tariffs and adopting common external trade policies.
  • D. isLinkedEconomicallyTo
    Indicates that two entities are connected through economic relationships such as trade, investment, financial flows, or shared market dependencies.
  • E. tradeBloc
    Indicates a formal economic relationship in which entities participate together in a trade bloc, coordinating trade policies and often reducing barriers to commerce among members.
  • F. None of above.

Provenance (4 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e8eae40819080dd4bd25c73b6d6 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1df334c8190a3d65198cc3d11f6 completed May 6, 2026, 8:17 p.m.
PD Predicate disambiguation batch_69dd465a21408190b912a42c50ffa0d9 completed April 13, 2026, 7:39 p.m.
Created at: April 9, 2026, 10:18 p.m.