Triple
T18409846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perspectives on Global Development |
E441727
|
entity |
| Predicate | coversTopic |
P380
|
FINISHED |
| Object | South-South co-operation |
—
|
NE NERFINISHED |
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 co-operation | Statement: [Perspectives on Global Development, coversTopic, South-South co-operation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South-South co-operation Context triple: [Perspectives on Global Development, coversTopic, South-South 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.
South-South zone
South-South zone is a geopolitical region of Nigeria comprising oil-rich coastal states in the Niger Delta area, known for its significant contribution to the country’s petroleum industry and its diverse ethnic groups.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9eb8a508190a942fd75ebd8b1dc |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5195b98808190b9cfb2e444f2b524 |
completed | April 19, 2026, 6:05 p.m. |
Created at: April 10, 2026, 10:47 a.m.