Triple

T5282657
Position Surface form Disambiguated ID Type / Status
Subject Least Developed Countries Report E119535 entity
Predicate associatedWith P37 FINISHED
Object Doha Programme of Action for the Least Developed Countries E508364 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 Programme of Action for the Least Developed Countries | Statement: [Least Developed Countries Report, associatedWith, Doha Programme of Action for the Least Developed Countries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doha Programme of Action for the Least Developed Countries
Context triple: [Least Developed Countries Report, associatedWith, Doha Programme of Action for the Least Developed Countries]
  • A. Programme of Action for the Least Developed Countries chosen
    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.
  • 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 Least Developed Countries
    The United Nations Conference on Least Developed Countries is a periodic global gathering that mobilizes international support, policy commitments, and development partnerships to address the specific economic and social challenges of the world’s least developed countries.
  • D. Doha Amendment to the Kyoto Protocol
    The Doha Amendment to the Kyoto Protocol is an international climate agreement that extends and strengthens countries’ legally binding greenhouse gas emission reduction commitments for a second commitment period under the UN climate regime.
  • E. Least Developed Countries Report
    The Least Developed Countries Report is an annual UNCTAD publication that analyzes the economic and social development challenges and policy options of the world’s least developed 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_69bd446d05a8819092ad333a3f9c8d5c completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84c69780819097a1ea9385e11077 completed March 20, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10dc64f4819091fcbc39c0e3034b completed March 21, 2026, 9:42 p.m.
Created at: March 20, 2026, 1:52 p.m.