Triple

T121024
Position Surface form Disambiguated ID Type / Status
Subject Ministerial Conference E2443 entity
Predicate relatedTo P37 FINISHED
Object Doha Development Agenda
The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
E12893 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 Development Agenda | Statement: [Ministerial Conference, relatedTo, Doha Development Agenda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doha Development Agenda
Context triple: [Ministerial Conference, relatedTo, Doha Development Agenda]
  • A. 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.
  • B. Cairo Declaration
    The Cairo Declaration was a World War II Allied statement issued in 1943 that outlined the terms for Japan’s surrender and pledged the return of territories seized by Japan to China and other countries.
  • C. Lima Declaration
    The Lima Declaration is the foundational document that established the Pacific Alliance as a regional integration initiative among several Latin American countries focused on economic cooperation and trade liberalization.
  • D. Lisbon Strategy
    The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
  • E. Harare Declaration
    The Harare Declaration is a 1991 statement by Commonwealth leaders that reaffirmed and updated the organization’s core principles of democracy, human rights, and the rule of law as conditions of membership.
  • 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 Development Agenda
Triple: [Ministerial Conference, relatedTo, Doha Development Agenda]
Generated description
The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doha Development Agenda
Target entity description: The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
  • A. 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.
  • B. Cairo Declaration
    The Cairo Declaration was a World War II Allied statement issued in 1943 that outlined the terms for Japan’s surrender and pledged the return of territories seized by Japan to China and other countries.
  • C. Lima Declaration
    The Lima Declaration is the foundational document that established the Pacific Alliance as a regional integration initiative among several Latin American countries focused on economic cooperation and trade liberalization.
  • D. Doha
    Doha is the rapidly developing capital and largest city of Qatar, known for its modern skyline, cultural institutions, and role as a major political and economic center in the Arab world.
  • E. Lisbon Strategy
    The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
  • 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_69a2506c5428819085c28a8884790e29 completed Feb. 28, 2026, 2:18 a.m.
NER Named-entity recognition batch_69a25739ef28819093f3f0e6bb670201 completed Feb. 28, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2917ecb50819084167e6ffa38a35b completed Feb. 28, 2026, 6:55 a.m.
NEDg Description generation batch_69a292f1e9348190ad35f72eb7233356 completed Feb. 28, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69a2958794748190b11b3b834c4ef2fd completed Feb. 28, 2026, 7:13 a.m.
Created at: Feb. 28, 2026, 2:24 a.m.