Triple

T17536926
Position Surface form Disambiguated ID Type / Status
Subject Gary Clyde Hufbauer E427084 entity
Predicate hasWritten P2831 FINISHED
Object World Trade Organization dispute settlement studies NE NERFINISHED

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: World Trade Organization dispute settlement studies | Statement: [Gary Clyde Hufbauer, hasWritten, World Trade Organization dispute settlement studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World Trade Organization dispute settlement studies
Context triple: [Gary Clyde Hufbauer, hasWritten, World Trade Organization dispute settlement studies]
  • A. 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.
  • B. 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.
  • C. History of the World Trade Organization
    The History of the World Trade Organization traces the evolution of the global trading system from the postwar GATT rounds through the creation and development of the WTO, highlighting key negotiations, institutional changes, and disputes that have shaped modern international trade governance.
  • D. The World Trading System at Risk
    The World Trading System at Risk is a book by economist Jagdish Bhagwati that analyzes vulnerabilities in the global trade regime and warns of the political and economic threats to the multilateral trading system.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World Trade Organization dispute settlement studies
Target entity description: World Trade Organization dispute settlement studies is a scholarly work by economist Gary Clyde Hufbauer that analyzes the functioning, cases, and effectiveness of the WTO’s dispute settlement system.
  • A. 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.
  • B. 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.
  • C. History of the World Trade Organization
    The History of the World Trade Organization traces the evolution of the global trading system from the postwar GATT rounds through the creation and development of the WTO, highlighting key negotiations, institutional changes, and disputes that have shaped modern international trade governance.
  • D. The World Trading System at Risk
    The World Trading System at Risk is a book by economist Jagdish Bhagwati that analyzes vulnerabilities in the global trade regime and warns of the political and economic threats to the multilateral trading system.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4536d03dc81908b8a58f66657c01a completed April 19, 2026, 4 a.m.
Created at: April 10, 2026, 5:49 a.m.