Triple

T10021065
Position Surface form Disambiguated ID Type / Status
Subject Cabinet Secretary of Kenya E200609 entity
Predicate heads P652 FINISHED
Object Ministry of Kenya
The Ministry of Kenya is a central government department responsible for implementing national policies and programs under the leadership of a Cabinet Secretary.
 E836475 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: Ministry of Kenya | Statement: [Cabinet Secretary of Kenya, heads, Ministry of Kenya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Kenya
Context triple: [Cabinet Secretary of Kenya, heads, Ministry of Kenya]
  • A. Government of Kenya
    The Government of Kenya is the central governing authority of the Republic of Kenya, responsible for national policy, administration, and public services across the country.
  • B. 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.
  • C. Cabinet of Kenya
    The Cabinet of Kenya is the executive decision-making body of the Kenyan government, composed of the President, Deputy President, and appointed Cabinet Secretaries who oversee various ministries and implement national policy.
  • D. Ministry of Defence of Kenya
    The Ministry of Defence of Kenya is the government department responsible for formulating defence policy and overseeing the country’s armed forces and national security.
  • E. Office of the President of Kenya
    The Office of the President of Kenya is the central executive institution that supports and coordinates the functions, duties, and agenda of the Kenyan head of state and government.
  • 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: Ministry of Kenya
Triple: [Cabinet Secretary of Kenya, heads, Ministry of Kenya]
Generated description
The Ministry of Kenya is a central government department responsible for implementing national policies and programs under the leadership of a Cabinet Secretary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Kenya
Target entity description: The Ministry of Kenya is a central government department responsible for implementing national policies and programs under the leadership of a Cabinet Secretary.
  • A. Government of Kenya
    The Government of Kenya is the central governing authority of the Republic of Kenya, responsible for national policy, administration, and public services across the country.
  • B. 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.
  • C. Cabinet of Kenya
    The Cabinet of Kenya is the executive decision-making body of the Kenyan government, composed of the President, Deputy President, and appointed Cabinet Secretaries who oversee various ministries and implement national policy.
  • D. Ministry of Defence of Kenya
    The Ministry of Defence of Kenya is the government department responsible for formulating defence policy and overseeing the country’s armed forces and national security.
  • E. Office of the President of Kenya
    The Office of the President of Kenya is the central executive institution that supports and coordinates the functions, duties, and agenda of the Kenyan head of state and government.
  • 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_69ca831c45f08190ac1505cc15076608 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd79485881909df562bfff36ccf4 completed April 2, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d28222773c81908eb84974fd6ce106 completed April 5, 2026, 3:39 p.m.
NEDg Description generation batch_69d282fd10248190a1a0b4573b2065ae completed April 5, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_69d283d0e1748190a0c65bbaa8e8348e completed April 5, 2026, 3:46 p.m.
Created at: March 30, 2026, 8:53 p.m.