Triple
T13374784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet Secretaries of Kenya |
E319156
|
entity |
| Predicate | heads |
P652
|
FINISHED |
| Object |
Ministries of Kenya
The Ministries of Kenya are the principal government departments responsible for formulating and implementing national policies and programs across various sectors under the executive branch.
|
E1036551
|
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: Ministries of Kenya | Statement: [Cabinet Secretaries of Kenya, heads, Ministries of Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministries of Kenya Context triple: [Cabinet Secretaries of Kenya, heads, Ministries of Kenya]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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: Ministries of Kenya Triple: [Cabinet Secretaries of Kenya, heads, Ministries of Kenya]
Generated description
The Ministries of Kenya are the principal government departments responsible for formulating and implementing national policies and programs across various sectors under the executive branch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministries of Kenya Target entity description: The Ministries of Kenya are the principal government departments responsible for formulating and implementing national policies and programs across various sectors under the executive branch.
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadcda64a48190b53243a763cd175b |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f72684f3408190952d2619b6b8d241 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f726f3f9cc8190a10f6a355a27b0fa |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7276b0f148190a0a6ec1b6637b6aa |
completed | May 3, 2026, 10:46 a.m. |
Created at: April 9, 2026, 9:33 p.m.