Triple

T1211455
Position Surface form Disambiguated ID Type / Status
Subject Arab Fund for Economic and Social Development E26008 entity
Predicate memberOf P10 FINISHED
Object Arab coordination group of development financiers
The Arab coordination group of development financiers is a consortium of Arab multilateral and national development institutions that jointly coordinate and finance economic and social development projects, primarily in Arab and other developing countries.
 E137490 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: Arab coordination group of development financiers | Statement: [Arab Fund for Economic and Social Development, memberOf, Arab coordination group of development financiers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arab coordination group of development financiers
Context triple: [Arab Fund for Economic and Social Development, memberOf, Arab coordination group of development financiers]
  • A. Arab Fund for Economic and Social Development
    The Arab Fund for Economic and Social Development is a regional financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • B. Council of Arab Central Banks and Monetary Agencies
    The Council of Arab Central Banks and Monetary Agencies is a regional body that brings together the central banks and monetary authorities of Arab countries to coordinate monetary policies, enhance financial cooperation, and support economic integration in the Arab world.
  • C. Arab League Investment Guarantee Corporation
    The Arab League Investment Guarantee Corporation is a regional institution that promotes and protects Arab and foreign investments in Arab countries by providing guarantees against non-commercial risks.
  • D. Arab Monetary Fund
    The Arab Monetary Fund is a regional financial institution that promotes monetary cooperation, economic integration, and development among Arab countries.
  • E. Islamic Development Bank
    The Islamic Development Bank is a multilateral development finance institution that provides Sharia-compliant funding and support for economic and social development in member countries of the Islamic world.
  • 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: Arab coordination group of development financiers
Triple: [Arab Fund for Economic and Social Development, memberOf, Arab coordination group of development financiers]
Generated description
The Arab coordination group of development financiers is a consortium of Arab multilateral and national development institutions that jointly coordinate and finance economic and social development projects, primarily in Arab and other developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arab coordination group of development financiers
Target entity description: The Arab coordination group of development financiers is a consortium of Arab multilateral and national development institutions that jointly coordinate and finance economic and social development projects, primarily in Arab and other developing countries.
  • A. Arab Fund for Economic and Social Development
    The Arab Fund for Economic and Social Development is a regional financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • B. Council of Arab Central Banks and Monetary Agencies
    The Council of Arab Central Banks and Monetary Agencies is a regional body that brings together the central banks and monetary authorities of Arab countries to coordinate monetary policies, enhance financial cooperation, and support economic integration in the Arab world.
  • C. Arab League Investment Guarantee Corporation
    The Arab League Investment Guarantee Corporation is a regional institution that promotes and protects Arab and foreign investments in Arab countries by providing guarantees against non-commercial risks.
  • D. Arab Monetary Fund
    The Arab Monetary Fund is a regional financial institution that promotes monetary cooperation, economic integration, and development among Arab countries.
  • E. Islamic Development Bank
    The Islamic Development Bank is a multilateral development finance institution that provides Sharia-compliant funding and support for economic and social development in member countries of the Islamic world.
  • 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_69a4948331fc8190b531ac9bec71c491 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bde581308190bbe30683bf6c48c3 completed March 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f43a12c8190a1ba90eefafd6bbc completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7fbadd08819090ef4a9aff3bef0b completed March 7, 2026, 7:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac8022a6b08190ba6a1448cebe6017 completed March 7, 2026, 7:44 p.m.
Created at: March 1, 2026, 7:46 p.m.