Triple
T16284669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of the High Representative for Least Developed Countries, Landlocked Developing Countries and Small Island Developing States |
E395358
|
entity |
| Predicate | worksOnProgrammeOfAction |
P26723
|
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: [Office of the High Representative for Least Developed Countries, Landlocked Developing Countries and Small Island Developing States, worksOnProgrammeOfAction, 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: [Office of the High Representative for Least Developed Countries, Landlocked Developing Countries and Small Island Developing States, worksOnProgrammeOfAction, 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.
Doha Declaration on Financing for Development
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.
-
D.
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.
-
E.
Copenhagen Programme of Action
The Copenhagen Programme of Action is an international policy framework adopted at the 1980 UN World Conference on Women that set out concrete measures to advance gender equality, women's rights, and their socio-economic development.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24913a55081909a9a5a7a7f4806cc |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c8f51c8190b73cdf2834eda57f |
completed | May 10, 2026, 5:29 a.m. |
Created at: April 10, 2026, 5:05 a.m.