Triple

T8737639
Position Surface form Disambiguated ID Type / Status
Subject Raila Odinga E207424 entity
Predicate positionHeld P8 FINISHED
Object Minister for Energy of Kenya
The Minister for Energy of Kenya is the cabinet official responsible for formulating and overseeing national energy policy, including electricity, petroleum, and renewable energy development in Kenya.
 E755710 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: Minister for Energy of Kenya | Statement: [Raila Odinga, positionHeld, Minister for Energy of Kenya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister for Energy of Kenya
Context triple: [Raila Odinga, positionHeld, Minister for Energy of Kenya]
  • A. Minister for Finance of Kenya
    The Minister for Finance of Kenya is the cabinet official responsible for formulating and overseeing the country’s fiscal policy, national budget, and public financial management.
  • B. Chief of Staff, Office of the President of Kenya
    The Chief of Staff, Office of the President of Kenya, is the senior official who manages the President’s executive office, coordinates government policy implementation, and oversees key presidential advisors and communications.
  • C. Vice-President of Kenya
    The Vice-President of Kenya is the second-highest executive office in the Kenyan government, serving as the principal assistant and constitutional successor to the President.
  • D. Cabinet Secretary for Education, Kenya
    The Cabinet Secretary for Education, Kenya is the national government minister responsible for formulating and overseeing education policy, administration, and standards across Kenya’s entire education sector.
  • E. Kenyan Ministry of Finance
    The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic 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: Minister for Energy of Kenya
Triple: [Raila Odinga, positionHeld, Minister for Energy of Kenya]
Generated description
The Minister for Energy of Kenya is the cabinet official responsible for formulating and overseeing national energy policy, including electricity, petroleum, and renewable energy development in Kenya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minister for Energy of Kenya
Target entity description: The Minister for Energy of Kenya is the cabinet official responsible for formulating and overseeing national energy policy, including electricity, petroleum, and renewable energy development in Kenya.
  • A. Minister for Finance of Kenya
    The Minister for Finance of Kenya is the cabinet official responsible for formulating and overseeing the country’s fiscal policy, national budget, and public financial management.
  • B. Chief of Staff, Office of the President of Kenya
    The Chief of Staff, Office of the President of Kenya, is the senior official who manages the President’s executive office, coordinates government policy implementation, and oversees key presidential advisors and communications.
  • C. Vice-President of Kenya
    The Vice-President of Kenya is the second-highest executive office in the Kenyan government, serving as the principal assistant and constitutional successor to the President.
  • D. Cabinet Secretary for Education, Kenya
    The Cabinet Secretary for Education, Kenya is the national government minister responsible for formulating and overseeing education policy, administration, and standards across Kenya’s entire education sector.
  • E. Kenyan Ministry of Finance
    The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d45c96081909aa8509064ff3a04 completed March 31, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42c9140081909f9c10560757c860 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf43ead588819094089bea94c27207 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf453fa3e4819082466c59649c2f35 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:38 p.m.