Triple

T132768
Position Surface form Disambiguated ID Type / Status
Subject United Nations Economic Commission for Africa E2686 entity
Predicate hasSubOrganization P747 FINISHED
Object 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.
E15632 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: African Institute for Economic Development and Planning | Statement: [United Nations Economic Commission for Africa, hasSubOrganization, African Institute for Economic Development and Planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Institute for Economic Development and Planning
Context triple: [United Nations Economic Commission for Africa, hasSubOrganization, African Institute for Economic Development and Planning]
  • A. United Nations Economic Commission for Africa
    The United Nations Economic Commission for Africa is a UN regional body that promotes economic and social development, regional integration, and policy coordination among African countries.
  • B. African Research and Studies Institute
    The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
  • C. African Centre for Statistics
    The African Centre for Statistics is a specialized body within the UN Economic Commission for Africa that supports African countries in developing, harmonizing, and using high-quality statistical data for policy and development.
  • D. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • E. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing 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: African Institute for Economic Development and Planning
Triple: [United Nations Economic Commission for Africa, hasSubOrganization, African Institute for Economic Development and Planning]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Institute for Economic Development and Planning
Target entity description: 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.
  • A. United Nations Economic Commission for Africa
    The United Nations Economic Commission for Africa is a UN regional body that promotes economic and social development, regional integration, and policy coordination among African countries.
  • B. African Research and Studies Institute
    The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
  • C. African Centre for Statistics
    The African Centre for Statistics is a specialized body within the UN Economic Commission for Africa that supports African countries in developing, harmonizing, and using high-quality statistical data for policy and development.
  • D. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • E. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • 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_69a2520c0f3481908b0ed054a2fca8d0 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257871b8c8190868838837c0058d6 completed Feb. 28, 2026, 2:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b01814e88190a21f98527b8f9420 completed Feb. 28, 2026, 9:06 a.m.
NEDg Description generation batch_69a2b0820abc8190b495c6347c989882 completed Feb. 28, 2026, 9:08 a.m.
NED2 Entity disambiguation (via description) batch_69a2b0db1180819096f569241e07de3b completed Feb. 28, 2026, 9:09 a.m.
Created at: Feb. 28, 2026, 2:30 a.m.