Triple

T1211482
Position Surface form Disambiguated ID Type / Status
Subject Arab Fund for Economic and Social Development E26008 entity
Predicate cooperatesWith P435 FINISHED
Object Arab Bank for Economic Development in Africa
The Arab Bank for Economic Development in Africa is a multilateral development finance institution that provides concessional loans, grants, and technical assistance to support economic and social development across African countries.
E137492 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 Bank for Economic Development in Africa | Statement: [Arab Fund for Economic and Social Development, cooperatesWith, Arab Bank for Economic Development in Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arab Bank for Economic Development in Africa
Context triple: [Arab Fund for Economic and Social Development, cooperatesWith, Arab Bank for Economic Development in Africa]
  • A. African Development Bank
    The African Development Bank is a multilateral development finance institution that promotes economic growth and social progress across African countries through loans, grants, and policy support.
  • B. West African Development Bank
    The West African Development Bank is a regional financial institution that funds development and economic integration projects among West African countries.
  • C. Arab Monetary Fund
    The Arab Monetary Fund is a regional financial institution that promotes monetary cooperation, economic integration, and development among Arab countries.
  • D. 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.
  • E. 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.
  • 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 Bank for Economic Development in Africa
Triple: [Arab Fund for Economic and Social Development, cooperatesWith, Arab Bank for Economic Development in Africa]
Generated description
The Arab Bank for Economic Development in Africa is a multilateral development finance institution that provides concessional loans, grants, and technical assistance to support economic and social development across African countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arab Bank for Economic Development in Africa
Target entity description: The Arab Bank for Economic Development in Africa is a multilateral development finance institution that provides concessional loans, grants, and technical assistance to support economic and social development across African countries.
  • A. African Development Bank
    The African Development Bank is a multilateral development finance institution that promotes economic growth and social progress across African countries through loans, grants, and policy support.
  • B. West African Development Bank
    The West African Development Bank is a regional financial institution that funds development and economic integration projects among West African countries.
  • C. Arab Monetary Fund
    The Arab Monetary Fund is a regional financial institution that promotes monetary cooperation, economic integration, and development among Arab countries.
  • D. 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.
  • E. 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.
  • 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.