Triple

T1481339
Position Surface form Disambiguated ID Type / Status
Subject Arab Monetary Fund E30962 entity
Predicate memberOf P10 FINISHED
Object Arab financial institutions network
The Arab financial institutions network is a regional grouping of Arab development and monetary organizations that coordinate financial cooperation, policy support, and economic development initiatives across Arab 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 financial institutions network | Statement: [Arab Monetary Fund, memberOf, Arab financial institutions network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arab financial institutions network
Context triple: [Arab Monetary Fund, memberOf, Arab financial institutions network]
  • A. 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.
  • B. Financial Institutions of the African Union
    The Financial Institutions of the African Union are a set of planned continental bodies, including an African Central Bank, Monetary Fund, and Investment Bank, intended to promote economic integration, financial stability, and development across African Union member states.
  • 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. 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.
  • E. 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.
  • 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 financial institutions network
Triple: [Arab Monetary Fund, memberOf, Arab financial institutions network]
Generated description
The Arab financial institutions network is a regional grouping of Arab development and monetary organizations that coordinate financial cooperation, policy support, and economic development initiatives across Arab countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arab financial institutions network
Target entity description: The Arab financial institutions network is a regional grouping of Arab development and monetary organizations that coordinate financial cooperation, policy support, and economic development initiatives across Arab countries.
  • A. Arab coordination group of development financiers chosen
    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.
  • B. Financial Institutions of the African Union
    The Financial Institutions of the African Union are a set of planned continental bodies, including an African Central Bank, Monetary Fund, and Investment Bank, intended to promote economic integration, financial stability, and development across African Union member states.
  • 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. 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.
  • E. 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.
  • F. None of above.

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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c67699848190852e376efe22737c completed March 1, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15b1bea08190a1e21ddc15148d3a completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad1694bcc48190bf54dca4479a95e7 completed March 8, 2026, 6:26 a.m.
NED2 Entity disambiguation (via description) batch_69ad170694f48190840f08db72d9f315 completed March 8, 2026, 6:28 a.m.
Created at: March 1, 2026, 8:11 p.m.