Triple

T13490827
Position Surface form Disambiguated ID Type / Status
Subject History of the World Trade Organization E318626 entity
Predicate timeSpanIncludes P110613 FINISHED
Object Doha Round launched in 2001
The Doha Round, launched in 2001, is a major World Trade Organization negotiation round aimed at lowering trade barriers and addressing development concerns, particularly for developing countries.
E1043729 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: Doha Round launched in 2001 | Statement: [History of the World Trade Organization, timeSpanIncludes, Doha Round launched in 2001]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doha Round launched in 2001
Context triple: [History of the World Trade Organization, timeSpanIncludes, Doha Round launched in 2001]
  • A. Uruguay Round (1986–1994)
    The Uruguay Round (1986–1994) was a major multilateral trade negotiation that led to the creation of the World Trade Organization and significantly expanded and strengthened global trade rules.
  • B. Dillon Round of GATT
    The Dillon Round of GATT was a series of multilateral trade negotiations held from 1960 to 1962 that focused on tariff reductions and the reorganization of customs duties following the creation of the European Economic Community.
  • C. Marrakesh Agreement Establishing the World Trade Organization
    The Marrakesh Agreement Establishing the World Trade Organization is the 1994 multilateral treaty that created the WTO and set the legal and institutional framework for the modern global trading system.
  • D. Torquay Round of GATT
    The Torquay Round of GATT was an early postwar multilateral trade negotiation held in the early 1950s that further reduced tariffs and expanded the framework of the General Agreement on Tariffs and Trade.
  • E. 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.
  • 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: Doha Round launched in 2001
Triple: [History of the World Trade Organization, timeSpanIncludes, Doha Round launched in 2001]
Generated description
The Doha Round, launched in 2001, is a major World Trade Organization negotiation round aimed at lowering trade barriers and addressing development concerns, particularly for developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doha Round launched in 2001
Target entity description: The Doha Round, launched in 2001, is a major World Trade Organization negotiation round aimed at lowering trade barriers and addressing development concerns, particularly for developing countries.
  • A. Uruguay Round (1986–1994)
    The Uruguay Round (1986–1994) was a major multilateral trade negotiation that led to the creation of the World Trade Organization and significantly expanded and strengthened global trade rules.
  • B. Dillon Round of GATT
    The Dillon Round of GATT was a series of multilateral trade negotiations held from 1960 to 1962 that focused on tariff reductions and the reorganization of customs duties following the creation of the European Economic Community.
  • C. Marrakesh Agreement Establishing the World Trade Organization
    The Marrakesh Agreement Establishing the World Trade Organization is the 1994 multilateral treaty that created the WTO and set the legal and institutional framework for the modern global trading system.
  • D. Torquay Round of GATT
    The Torquay Round of GATT was an early postwar multilateral trade negotiation held in the early 1950s that further reduced tariffs and expanded the framework of the General Agreement on Tariffs and Trade.
  • E. 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.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbbe99ddc08190a8d79107c8e176fa completed April 12, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7463b758c8190abc0dd2a049d751e completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f74d048250819098baf78ff08c1633 completed May 3, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69f750f7f11481908c60b49eef65b63f completed May 3, 2026, 1:43 p.m.
Created at: April 9, 2026, 9:43 p.m.