Triple
T536054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Non-Aligned Movement |
E12328
|
entity |
| Predicate | currentFocus |
P31
|
FINISHED |
| Object |
South–South cooperation
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.
|
E66988
|
NE FINISHED |
How this triple was built (4 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 cooperation | Statement: [Non-Aligned Movement, currentFocus, South–South cooperation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South–South cooperation Context triple: [Non-Aligned Movement, currentFocus, South–South cooperation]
-
A.
South Asian Association for Regional Cooperation
The South Asian Association for Regional Cooperation (SAARC) is an intergovernmental organization of South Asian countries that promotes regional cooperation and development in areas such as economics, culture, and social progress.
-
B.
Inter-American Council for Integral Development
The Inter-American Council for Integral Development is a specialized body of the Organization of American States that promotes economic, social, educational, and cultural development cooperation among member states in the Americas.
-
C.
Third World
The Third World refers to the group of nations—mostly in Africa, Asia, and Latin America—that were historically non-aligned or less economically developed during the Cold War, often contrasted with the capitalist First World and communist Second World.
-
D.
MERCOSUR
MERCOSUR is a regional trade bloc in South America that promotes economic integration and free trade among its member countries.
-
E.
Southern African Development Community
The Southern African Development Community (SADC) is a regional intergovernmental organization that promotes economic integration, political cooperation, and development among countries in Southern Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: South–South cooperation Triple: [Non-Aligned Movement, currentFocus, South–South cooperation]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South–South cooperation Target entity description: 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.
-
A.
South Asian Association for Regional Cooperation
The South Asian Association for Regional Cooperation (SAARC) is an intergovernmental organization of South Asian countries that promotes regional cooperation and development in areas such as economics, culture, and social progress.
-
B.
Inter-American Council for Integral Development
The Inter-American Council for Integral Development is a specialized body of the Organization of American States that promotes economic, social, educational, and cultural development cooperation among member states in the Americas.
-
C.
Third World
The Third World refers to the group of nations—mostly in Africa, Asia, and Latin America—that were historically non-aligned or less economically developed during the Cold War, often contrasted with the capitalist First World and communist Second World.
-
D.
MERCOSUR
MERCOSUR is a regional trade bloc in South America that promotes economic integration and free trade among its member countries.
-
E.
Southern African Development Community
The Southern African Development Community (SADC) is a regional intergovernmental organization that promotes economic integration, political cooperation, and development among countries in Southern Africa.
- F. None of above. chosen
Provenance (5 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_69a4933208e88190891f5debab1b776d |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d278cf88190ad1368da91a7014f |
completed | March 1, 2026, 8:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4c030883081909c8f32b7af85f8a6 |
completed | March 1, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69a4c1e5e59c8190990acfff39566536 |
completed | March 1, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4c26757c081908e8521968517d50c |
completed | March 1, 2026, 10:49 p.m. |
Created at: March 1, 2026, 7:32 p.m.