Triple

T8576613
Position Surface form Disambiguated ID Type / Status
Subject Mwai Kibaki E203062 entity
Predicate positionHeld P8 FINISHED
Object 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.
 E743704 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 Finance of Kenya | Statement: [Mwai Kibaki, positionHeld, Minister for Finance of Kenya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister for Finance of Kenya
Context triple: [Mwai Kibaki, positionHeld, Minister for Finance of Kenya]
  • A. 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.
  • B. Minister of Finance of South Africa
    The Minister of Finance of South Africa is the cabinet official responsible for managing the country’s public finances, national budget, and economic policy.
  • C. Minister of Finance of Finland
    The Minister of Finance of Finland is the cabinet-level official responsible for directing the country’s economic policy, state budget, and fiscal administration.
  • D. Minister of Finance of Egypt
    The Minister of Finance of Egypt is the senior government official responsible for directing the country’s fiscal policy, budgeting, and public financial management.
  • E. Minister of Finance of Afghanistan
    The Minister of Finance of Afghanistan is the government official responsible for overseeing the country’s fiscal policy, budgeting, and financial management.
  • 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 Finance of Kenya
Triple: [Mwai Kibaki, positionHeld, Minister for Finance of Kenya]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minister for Finance of Kenya
Target entity description: 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.
  • A. 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.
  • B. Minister of Finance of South Africa
    The Minister of Finance of South Africa is the cabinet official responsible for managing the country’s public finances, national budget, and economic policy.
  • C. Minister of Finance of Finland
    The Minister of Finance of Finland is the cabinet-level official responsible for directing the country’s economic policy, state budget, and fiscal administration.
  • D. Minister of Finance of Egypt
    The Minister of Finance of Egypt is the senior government official responsible for directing the country’s fiscal policy, budgeting, and public financial management.
  • E. Minister of Finance of Afghanistan
    The Minister of Finance of Afghanistan is the government official responsible for overseeing the country’s fiscal policy, budgeting, and financial management.
  • 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_69ca8328ebe481909a8c038fa79959b4 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbea97787481909ebbaa45f59cbdaa completed March 31, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce899dd7d48190b44338b92ad68bd0 completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8c7ad5cc8190a50c8e15ce353d1d completed April 2, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d595d80819093a1b849bcb3c7c7 completed April 2, 2026, 3:38 p.m.
Created at: March 30, 2026, 6:21 p.m.