Triple
T2690253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Working Party on GATS Rules |
E57583
|
entity |
| Predicate | partOfProcess |
P4106
|
FINISHED |
| Object | Doha Development Agenda |
E12893
|
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 Development Agenda | Statement: [Working Party on GATS Rules, partOfProcess, Doha Development Agenda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doha Development Agenda Context triple: [Working Party on GATS Rules, partOfProcess, Doha Development Agenda]
-
A.
Doha Development Agenda
chosen
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.
-
B.
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.
-
C.
Doha Agreement (2020)
The Doha Agreement (2020) is a peace deal between the United States and the Taliban that outlined the withdrawal of U.S. troops from Afghanistan in exchange for Taliban security guarantees and intra-Afghan negotiations.
-
D.
Agenda 21
Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
-
E.
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.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abda0ba2208190ad87763ecbef8c3c |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf5e85bc81908ba1b1968cfa440a |
completed | March 10, 2026, 5:42 a.m. |
Created at: March 6, 2026, 9:54 p.m.