Triple

T3012780
Position Surface form Disambiguated ID Type / Status
Subject Article III:4 E82261 entity
Predicate usedIn P98 FINISHED
Object WTO dispute settlement
WTO dispute settlement is the rules-based mechanism of the World Trade Organization through which member countries resolve trade disputes by panels and an Appellate Body to ensure compliance with multilateral trade agreements.
E318623 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: WTO dispute settlement | Statement: [Article III:4, usedIn, WTO dispute settlement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WTO dispute settlement
Context triple: [Article III:4, usedIn, WTO dispute settlement]
  • A. GATT dispute settlement system
    The GATT dispute settlement system was the pre-1995 framework under the General Agreement on Tariffs and Trade for resolving trade disputes between member countries, characterized by weaker enforcement and more reliance on diplomatic negotiation than its WTO successor.
  • B. WTO panels
    WTO panels are dispute settlement bodies within the World Trade Organization that adjudicate trade conflicts between member states by interpreting WTO agreements and issuing legally binding rulings.
  • C. WTO agreements
    The WTO agreements are a comprehensive set of international trade rules and commitments that govern how member countries conduct and regulate global commerce under the World Trade Organization framework.
  • D. WTO Appellate Body
    The WTO Appellate Body was the standing quasi-judicial body of the World Trade Organization that reviewed appeals on points of law in trade dispute cases between member states.
  • E. 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.
  • 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: WTO dispute settlement
Triple: [Article III:4, usedIn, WTO dispute settlement]
Generated description
WTO dispute settlement is the rules-based mechanism of the World Trade Organization through which member countries resolve trade disputes by panels and an Appellate Body to ensure compliance with multilateral trade agreements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WTO dispute settlement
Target entity description: WTO dispute settlement is the rules-based mechanism of the World Trade Organization through which member countries resolve trade disputes by panels and an Appellate Body to ensure compliance with multilateral trade agreements.
  • A. GATT dispute settlement system
    The GATT dispute settlement system was the pre-1995 framework under the General Agreement on Tariffs and Trade for resolving trade disputes between member countries, characterized by weaker enforcement and more reliance on diplomatic negotiation than its WTO successor.
  • B. WTO panels
    WTO panels are dispute settlement bodies within the World Trade Organization that adjudicate trade conflicts between member states by interpreting WTO agreements and issuing legally binding rulings.
  • C. WTO agreements
    The WTO agreements are a comprehensive set of international trade rules and commitments that govern how member countries conduct and regulate global commerce under the World Trade Organization framework.
  • D. WTO Appellate Body
    The WTO Appellate Body was the standing quasi-judicial body of the World Trade Organization that reviewed appeals on points of law in trade dispute cases between member states.
  • E. 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.
  • 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_69ad8b1eb53481908c39bbcd1ec104b2 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a6883c081909b6b74f078e347b7 completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e67e2f88190aa7046e93f3e4126 completed March 11, 2026, 8:57 a.m.
NEDg Description generation batch_69b12f07ec088190a63e30f8a1f7937a completed March 11, 2026, 8:59 a.m.
NED2 Entity disambiguation (via description) batch_69b1cb6571388190970bae846bfc57a2 completed March 11, 2026, 8:07 p.m.
Created at: March 8, 2026, 3 p.m.