Triple

T6974840
Position Surface form Disambiguated ID Type / Status
Subject Government of Zambia E161690 entity
Predicate memberOf P10 FINISHED
Object African Union (through the state of Zambia)
The African Union (through the state of Zambia) is a continental organization that promotes political and economic integration, peace, and development among its 55 African member states, including Zambia.
E635812 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 Union (through the state of Zambia) | Statement: [Government of Zambia, memberOf, African Union (through the state of Zambia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Union (through the state of Zambia)
Context triple: [Government of Zambia, memberOf, African Union (through the state of Zambia)]
  • A. United Nations (through the state of Zambia)
    The United Nations is an international organization founded in 1945 that brings together almost all the world’s sovereign states, including Zambia, to promote peace, security, cooperation, and development.
  • B. African Union Commission
    The African Union Commission is the administrative and executive arm of the African Union, responsible for implementing its decisions, coordinating activities, and driving continental policies and initiatives.
  • C. African Union Partnership Team
    The African Union Partnership Team is a specialized unit within the UN Department of Peace Operations that focuses on coordinating and strengthening peace and security collaboration with the African Union.
  • D. SADC Secretariat
    The SADC Secretariat is the executive administrative arm of the Southern African Development Community responsible for implementing regional policies, programs, and decisions of member states.
  • E. East African High Commission
    The East African High Commission was a colonial-era administrative body that coordinated common services and policies among the British territories of Kenya, Uganda, and Tanganyika before their later regional integration.
  • 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 Union (through the state of Zambia)
Triple: [Government of Zambia, memberOf, African Union (through the state of Zambia)]
Generated description
The African Union (through the state of Zambia) is a continental organization that promotes political and economic integration, peace, and development among its 55 African member states, including Zambia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Union (through the state of Zambia)
Target entity description: The African Union (through the state of Zambia) is a continental organization that promotes political and economic integration, peace, and development among its 55 African member states, including Zambia.
  • A. United Nations (through the state of Zambia)
    The United Nations is an international organization founded in 1945 that brings together almost all the world’s sovereign states, including Zambia, to promote peace, security, cooperation, and development.
  • B. African Union Commission
    The African Union Commission is the administrative and executive arm of the African Union, responsible for implementing its decisions, coordinating activities, and driving continental policies and initiatives.
  • C. African Union Partnership Team
    The African Union Partnership Team is a specialized unit within the UN Department of Peace Operations that focuses on coordinating and strengthening peace and security collaboration with the African Union.
  • D. SADC Secretariat
    The SADC Secretariat is the executive administrative arm of the Southern African Development Community responsible for implementing regional policies, programs, and decisions of member states.
  • E. East African High Commission
    The East African High Commission was a colonial-era administrative body that coordinated common services and policies among the British territories of Kenya, Uganda, and Tanganyika before their later regional integration.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db3bda908190a10a91dc8d043ef1 completed March 27, 2026, 7:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a0ad57c81909aec9f619dc68bd7 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76aac21448190ac2b94c836f2f725 completed March 28, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69c76b3efc0081909e506f9a828d4fd8 completed March 28, 2026, 5:46 a.m.
Created at: March 27, 2026, 2:31 p.m.