Triple
T2997590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of Kenya |
E81107
|
entity |
| Predicate | appoints |
P257
|
FINISHED |
| Object |
Cabinet Secretaries
Cabinet Secretaries are the top government officials who head Kenya’s ministries and collectively form the national executive cabinet.
|
E319156
|
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: Cabinet Secretaries | Statement: [President of Kenya, appoints, Cabinet Secretaries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cabinet Secretaries Context triple: [President of Kenya, appoints, Cabinet Secretaries]
-
A.
Cabinet Secretaries
Cabinet Secretaries are the senior Scottish Government ministers who head major departments and collectively make high-level executive decisions within the Cabinet.
-
B.
Secretaries of State
Secretaries of State in Belgium are junior federal government ministers who assist senior ministers by handling specific policy areas and administrative responsibilities.
-
C.
White House Cabinet Secretary
The White House Cabinet Secretary is a senior presidential aide responsible for coordinating and managing communication and policy liaison between the President and the heads of the executive departments.
-
D.
Chief Cabinet Secretary
The Chief Cabinet Secretary is a senior Japanese government official who serves as the chief government spokesperson and coordinator of cabinet policies under the Prime Minister.
-
E.
Cabinet of the United States
The Cabinet of the United States is the group of the President’s top executive department heads and key officials who advise on and implement federal government 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: Cabinet Secretaries Triple: [President of Kenya, appoints, Cabinet Secretaries]
Generated description
Cabinet Secretaries are the top government officials who head Kenya’s ministries and collectively form the national executive cabinet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cabinet Secretaries Target entity description: Cabinet Secretaries are the top government officials who head Kenya’s ministries and collectively form the national executive cabinet.
-
A.
Cabinet Secretaries
Cabinet Secretaries are the senior Scottish Government ministers who head major departments and collectively make high-level executive decisions within the Cabinet.
-
B.
Secretaries of State
Secretaries of State in Belgium are junior federal government ministers who assist senior ministers by handling specific policy areas and administrative responsibilities.
-
C.
White House Cabinet Secretary
The White House Cabinet Secretary is a senior presidential aide responsible for coordinating and managing communication and policy liaison between the President and the heads of the executive departments.
-
D.
Chief Cabinet Secretary
The Chief Cabinet Secretary is a senior Japanese government official who serves as the chief government spokesperson and coordinator of cabinet policies under the Prime Minister.
-
E.
Cabinet of the United States
The Cabinet of the United States is the group of the President’s top executive department heads and key officials who advise on and implement federal government 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99f612148190a5a565ba2ecc4fc0 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e419e508190be23a2d413357058 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b1326a2c088190b58fc0a35fe728ea |
completed | March 11, 2026, 9:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d35cf53c81909738765bef09535b |
completed | March 11, 2026, 8:41 p.m. |
Created at: March 8, 2026, 2:59 p.m.