Triple

T666856
Position Surface form Disambiguated ID Type / Status
Subject Article II (Schedules of Concessions) E12882 entity
Predicate relatedTo P37 FINISHED
Object Article XXVIII of GATT
Article XXVIII of GATT is a provision in the General Agreement on Tariffs and Trade that governs the renegotiation and modification of tariff concessions bound in members’ schedules.
E2442 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: Article XXVIII of GATT | Statement: [Article II (Schedules of Concessions), relatedTo, Article XXVIII of GATT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Article XXVIII of GATT
Context triple: [Article II (Schedules of Concessions), relatedTo, Article XXVIII of GATT]
  • A. WTO Agreement on Safeguards
    The WTO Agreement on Safeguards is a multilateral trade agreement that sets detailed rules and procedures for WTO members to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • B. Annecy Round of GATT
    Annecy Round of GATT was the 1949 multilateral trade negotiation under the General Agreement on Tariffs and Trade that focused on reducing tariffs among participating countries.
  • C. General Agreement on Tariffs and Trade
    The General Agreement on Tariffs and Trade (GATT) was a post–World War II multilateral treaty that governed international trade by reducing tariffs and other barriers, laying the foundation for the modern global trading system.
  • D. Agreement on Trade-Related Aspects of Intellectual Property Rights
    The Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS) is a key international treaty that sets minimum global standards for the protection and enforcement of intellectual property rights among World Trade Organization members.
  • E. General Agreement on Trade in Services
    The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
  • 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: Article XXVIII of GATT
Triple: [Article II (Schedules of Concessions), relatedTo, Article XXVIII of GATT]
Generated description
Article XXVIII of GATT is a provision in the General Agreement on Tariffs and Trade that governs the renegotiation and modification of tariff concessions bound in members’ schedules.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Article XXVIII of GATT
Target entity description: Article XXVIII of GATT is a provision in the General Agreement on Tariffs and Trade that governs the renegotiation and modification of tariff concessions bound in members’ schedules.
  • A. WTO Agreement on Safeguards
    The WTO Agreement on Safeguards is a multilateral trade agreement that sets detailed rules and procedures for WTO members to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • B. Annecy Round of GATT
    Annecy Round of GATT was the 1949 multilateral trade negotiation under the General Agreement on Tariffs and Trade that focused on reducing tariffs among participating countries.
  • C. General Agreement on Tariffs and Trade chosen
    The General Agreement on Tariffs and Trade (GATT) was a post–World War II multilateral treaty that governed international trade by reducing tariffs and other barriers, laying the foundation for the modern global trading system.
  • D. Agreement on Trade-Related Aspects of Intellectual Property Rights
    The Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS) is a key international treaty that sets minimum global standards for the protection and enforcement of intellectual property rights among World Trade Organization members.
  • E. General Agreement on Trade in Services
    The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
  • 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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49ff7ca788190bef58ce46849b9d0 completed March 1, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6374a189c81908f7bc0828e9ff382 completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a647001b4481909654167ccfe6f434 completed March 3, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69a6476b3a048190a80683422d29befd completed March 3, 2026, 2:28 a.m.
Created at: March 1, 2026, 7:36 p.m.