Triple
T10288462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martha Karua |
E241297
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Member of the National Assembly of Kenya
A Member of the National Assembly of Kenya is an elected legislator who represents a constituency in Kenya’s lower house of Parliament, participating in lawmaking, oversight, and budget approval.
|
E852208
|
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: Member of the National Assembly of Kenya | Statement: [Martha Karua, positionHeld, Member of the National Assembly of Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Member of the National Assembly of Kenya Context triple: [Martha Karua, positionHeld, Member of the National Assembly of Kenya]
-
A.
Speaker of the National Assembly of Kenya
The Speaker of the National Assembly of Kenya is the presiding officer and highest authority of Kenya’s lower house of Parliament, responsible for overseeing debates, maintaining order, and representing the Assembly in its official functions.
-
B.
Deputy Speaker of the National Assembly of Kenya
The Deputy Speaker of the National Assembly of Kenya is a senior parliamentary officer who assists and substitutes for the Speaker in presiding over legislative debates and maintaining order in the lower house of Kenya’s Parliament.
-
C.
Speaker of the Senate of Kenya
The Speaker of the Senate of Kenya is the presiding officer and head of the Kenyan Senate, responsible for overseeing its proceedings and representing the institution in official capacities.
-
D.
Speaker of the East African Legislative Assembly
The Speaker of the East African Legislative Assembly is the presiding officer and principal representative of the regional parliament of the East African Community, responsible for overseeing its legislative proceedings and administration.
-
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.
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: Member of the National Assembly of Kenya Triple: [Martha Karua, positionHeld, Member of the National Assembly of Kenya]
Generated description
A Member of the National Assembly of Kenya is an elected legislator who represents a constituency in Kenya’s lower house of Parliament, participating in lawmaking, oversight, and budget approval.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Member of the National Assembly of Kenya Target entity description: A Member of the National Assembly of Kenya is an elected legislator who represents a constituency in Kenya’s lower house of Parliament, participating in lawmaking, oversight, and budget approval.
-
A.
Speaker of the National Assembly of Kenya
The Speaker of the National Assembly of Kenya is the presiding officer and highest authority of Kenya’s lower house of Parliament, responsible for overseeing debates, maintaining order, and representing the Assembly in its official functions.
-
B.
Deputy Speaker of the National Assembly of Kenya
The Deputy Speaker of the National Assembly of Kenya is a senior parliamentary officer who assists and substitutes for the Speaker in presiding over legislative debates and maintaining order in the lower house of Kenya’s Parliament.
-
C.
Speaker of the Senate of Kenya
The Speaker of the Senate of Kenya is the presiding officer and head of the Kenyan Senate, responsible for overseeing its proceedings and representing the institution in official capacities.
-
D.
Speaker of the East African Legislative Assembly
The Speaker of the East African Legislative Assembly is the presiding officer and principal representative of the regional parliament of the East African Community, responsible for overseeing its legislative proceedings and administration.
-
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
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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2b9d76c8190b1ef6ecf4c1a2a09 |
completed | April 7, 2026, 9:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f8556f4081908390bc5c14dcf560 |
completed | April 9, 2026, 12:52 a.m. |
| NEDg | Description generation | batch_69d6fcaee26c8190a19f7d07a63531f6 |
completed | April 9, 2026, 1:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fd879ab88190b0a47295f5d7ad4d |
completed | April 9, 2026, 1:14 a.m. |
Created at: April 6, 2026, 11:41 a.m.