Triple
T2921040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economic Cooperation Organization |
E78723
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
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.
|
E309122
|
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: Regional Cooperation for Development | Statement: [Economic Cooperation Organization, precededBy, Regional Cooperation for Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regional Cooperation for Development Context triple: [Economic Cooperation Organization, precededBy, Regional Cooperation for Development]
-
A.
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.
-
B.
International Development Goals
International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
-
C.
United Nations Development Assistance Frameworks
United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
-
D.
Center for International Cooperation
The Center for International Cooperation is an academic unit that manages and promotes Lesya Ukrainka Volyn National University’s international partnerships, exchanges, and global educational initiatives.
-
E.
Regional Economic Communities in Africa
Regional Economic Communities in Africa are subregional blocs of African countries that promote economic integration, trade liberalization, and political cooperation as building blocks of the African Union’s continental integration agenda.
- 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: Regional Cooperation for Development Triple: [Economic Cooperation Organization, precededBy, Regional Cooperation for Development]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Regional Cooperation for Development Target entity description: 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.
-
A.
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.
-
B.
International Development Goals
International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
-
C.
United Nations Development Assistance Frameworks
United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
-
D.
Center for International Cooperation
The Center for International Cooperation is an academic unit that manages and promotes Lesya Ukrainka Volyn National University’s international partnerships, exchanges, and global educational initiatives.
-
E.
Regional Economic Communities in Africa
Regional Economic Communities in Africa are subregional blocs of African countries that promote economic integration, trade liberalization, and political cooperation as building blocks of the African Union’s continental integration agenda.
- 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_69ad8b0c2ad081909ff87050ae542bb9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad96a672f88190851e487dac18d43f |
completed | March 8, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b056344ca48190b4d14dd2c1ac643d |
completed | March 10, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69b05b30b1dc819085fdf1c7ad14f13e |
completed | March 10, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b05c43b08481908ae7cbd23f0b8a93 |
completed | March 10, 2026, 6 p.m. |
Created at: March 8, 2026, 2:54 p.m.