Triple
T18896463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Francis Muthaura |
E462221
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | Secretary to the Cabinet of Kenya |
—
|
NE NERFINISHED |
How this triple was built (3 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: Secretary to the Cabinet of Kenya | Statement: [Francis Muthaura, positionHeld, Secretary to the Cabinet of Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Secretary to the Cabinet of Kenya Context triple: [Francis Muthaura, positionHeld, Secretary to the Cabinet of Kenya]
-
A.
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.
-
B.
Minister of Home Affairs of Kenya
The Minister of Home Affairs of Kenya is a senior government cabinet position responsible for internal security, immigration, and domestic administration within the country.
-
C.
Cabinet Secretaries of Kenya
Cabinet Secretaries of Kenya are the top executive officials heading government ministries, appointed by the President to implement national policies and manage public administration.
-
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.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Secretary to the Cabinet of Kenya Target entity description: The Secretary to the Cabinet of Kenya is a senior government official responsible for coordinating Cabinet affairs, advising the President and ministers, and ensuring effective implementation of government decisions.
-
A.
Chief of Staff, Office of the President of Kenya
chosen
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.
-
B.
Minister of Home Affairs of Kenya
The Minister of Home Affairs of Kenya is a senior government cabinet position responsible for internal security, immigration, and domestic administration within the country.
-
C.
Cabinet Secretaries of Kenya
Cabinet Secretaries of Kenya are the top executive officials heading government ministries, appointed by the President to implement national policies and manage public administration.
-
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.
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.
- F. None of above.
Provenance (2 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_69d8dcfd05bc819088903cca13cc2846 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c47f6c948190918ade08bb88f1fd |
completed | April 20, 2026, 6:15 a.m. |
Created at: April 10, 2026, 11:58 a.m.