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.