Triple

T6163099
Position Surface form Disambiguated ID Type / Status
Subject Arab coordination group of development financiers E137490 entity
Predicate hasMember P10 FINISHED
Object Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
E574428 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: Kuwait Fund for Arab Economic Development | Statement: [Arab coordination group of development financiers, hasMember, Kuwait Fund for Arab Economic Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kuwait Fund for Arab Economic Development
Context triple: [Arab coordination group of development financiers, hasMember, Kuwait Fund for Arab Economic Development]
  • 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. 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.
  • 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. 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.
  • E. Central Bank of Kuwait
    The Central Bank of Kuwait is the country’s monetary authority responsible for issuing the national currency, regulating the banking sector, and formulating monetary policy.
  • 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: Kuwait Fund for Arab Economic Development
Triple: [Arab coordination group of development financiers, hasMember, Kuwait Fund for Arab Economic Development]
Generated description
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kuwait Fund for Arab Economic Development
Target entity description: The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects 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. 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.
  • 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. 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.
  • E. Central Bank of Kuwait
    The Central Bank of Kuwait is the country’s monetary authority responsible for issuing the national currency, regulating the banking sector, and formulating monetary policy.
  • 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_69c008a54fc88190b6ce4416490ca79d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d5e8edc8190a7a394ee832bac9f completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c14199f024819089af02b1c0eebfad completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c1467ef4d48190b714823935318c0a completed March 23, 2026, 1:56 p.m.
NED2 Entity disambiguation (via description) batch_69c146f59d9881908fdc6c0137f0ead7 completed March 23, 2026, 1:58 p.m.
Created at: March 22, 2026, 4:17 p.m.