Triple

T19758571
Position Surface form Disambiguated ID Type / Status
Subject Robert Gardiner E474566 entity
Predicate employer P7 FINISHED
Object African development institutions — NE NERFINISHED

How this triple was built (3 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: African development institutions | Statement: [Robert Gardiner, employer, African development institutions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: African development institutions
Context triple: [Robert Gardiner, employer, African development institutions]
  • A. African Institute for Economic Development and Planning
    The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
  • B. African Development Fund
    The African Development Fund is a concessional financing arm that provides low-interest loans and grants to support economic and social development projects in Africa’s poorest countries.
  • C. 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.
  • D. African development agenda
    The African development agenda is a strategic framework of policies and initiatives aimed at promoting sustainable economic growth, social progress, and political stability across African countries in line with the continent’s long-term transformation goals.
  • E. African Union Development Agency-NEPAD
    The African Union Development Agency-NEPAD is the African Union’s specialized body responsible for driving sustainable development, regional integration, and socio-economic transformation across the continent.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: African development institutions
Target entity description: African development institutions are organizations dedicated to promoting economic growth, social progress, and regional integration across African countries through financing, policy support, and capacity-building initiatives.
  • A. African Institute for Economic Development and Planning
    The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
  • B. African Development Fund
    The African Development Fund is a concessional financing arm that provides low-interest loans and grants to support economic and social development projects in Africa’s poorest countries.
  • C. 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.
  • D. African development agenda
    The African development agenda is a strategic framework of policies and initiatives aimed at promoting sustainable economic growth, social progress, and political stability across African countries in line with the continent’s long-term transformation goals.
  • E. African Union Development Agency-NEPAD
    The African Union Development Agency-NEPAD is the African Union’s specialized body responsible for driving sustainable development, regional integration, and socio-economic transformation across the continent.
  • F. None of above. chosen

Provenance (2 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6531d711c8190996fcf967c39c523 completed April 20, 2026, 4:23 p.m.
Created at: April 10, 2026, 1:48 p.m.