Triple

T14390033
Position Surface form Disambiguated ID Type / Status
Subject FfDO E356815 entity
Predicate topicOfUNProcess P91427 FINISHED
Object Doha Declaration on Financing for Development E719619 NE FINISHED

How this triple was built (2 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 Declaration on Financing for Development | Statement: [FfDO, topicOfUNProcess, Doha Declaration on Financing for Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doha Declaration on Financing for Development
Context triple: [FfDO, topicOfUNProcess, Doha Declaration on Financing for Development]
  • A. Doha Declaration on Financing for Development chosen
    The Doha Declaration on Financing for Development is a 2008 United Nations consensus document that reaffirmed and advanced global commitments to mobilize financial resources for sustainable development, poverty reduction, and achievement of internationally agreed development goals.
  • B. 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.
  • C. United Nations Conference on Financing for Development
    The United Nations Conference on Financing for Development is a global forum where UN member states and stakeholders negotiate strategies and commitments to mobilize financial resources for sustainable development and poverty reduction worldwide.
  • D. Johannesburg Declaration on Sustainable Development
    The Johannesburg Declaration on Sustainable Development is a key international political commitment that reaffirmed and advanced global efforts toward sustainable development, poverty eradication, and environmental protection in the early 21st century.
  • E. Programme of Action for the Least Developed Countries
    The Programme of Action for the Least Developed Countries is a comprehensive international development framework that outlines priority measures and commitments to support the economic and social progress of the world’s poorest and most vulnerable countries.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9029ef048190bdda5ee41618e720 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5517f5e481908fd65177c34f4282 completed May 8, 2026, 3:14 a.m.
Created at: April 10, 2026, 1:16 a.m.