Triple
T4128103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OECD Development Co-operation Directorate |
E92772
|
entity |
| Predicate | fieldOfWork |
P3
|
FINISHED |
| Object | South-South and triangular co-operation |
E66988
|
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: South-South and triangular co-operation | Statement: [OECD Development Co-operation Directorate, fieldOfWork, South-South and triangular co-operation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South-South and triangular co-operation Context triple: [OECD Development Co-operation Directorate, fieldOfWork, South-South and triangular co-operation]
-
A.
South–South cooperation
chosen
South–South cooperation is a framework for collaboration among developing countries in the Global South to share knowledge, skills, resources, and technology in pursuit of common development goals and greater collective self-reliance.
-
B.
Regional Cooperation for Development
Regional Cooperation for Development was a regional intergovernmental organization formed by Iran, Pakistan, and Turkey to promote economic and technical cooperation among its member states before it was succeeded by the Economic Cooperation Organization.
-
C.
UN Office for South-South Cooperation
The UN Office for South-South Cooperation is a United Nations body that supports and coordinates collaboration, knowledge-sharing, and capacity-building among developing countries to advance sustainable development.
-
D.
Commonwealth Fund for Technical Cooperation
The Commonwealth Fund for Technical Cooperation is a voluntary funding mechanism that supports development and capacity-building projects across Commonwealth member countries, particularly in areas such as governance, economic development, and institutional strengthening.
-
E.
Commission for Developing Countries
The Commission for Developing Countries is a body within the International Mathematical Union dedicated to supporting and promoting mathematical research and education in developing nations.
- 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_69aed9685f70819086932777aec8d959 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69af021b17a08190b520101f54ec1e33 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576bc48f0819081ac3f921736854f |
completed | March 14, 2026, 2:54 p.m. |
Created at: March 9, 2026, 3:42 p.m.