Triple

T10020867

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Assembly of Kenya	`E200605`	entity
Predicate	hasSpeaker	`P981`	FINISHED
Object	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.	`E836401`	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: Speaker of the National Assembly of Kenya | Statement: [National Assembly of Kenya, hasSpeaker, Speaker of the National Assembly of Kenya]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Speaker of the National Assembly of Kenya
Context triple: [National Assembly of Kenya, hasSpeaker, Speaker of the National Assembly of Kenya]

A. 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.
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 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.
D. 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.
E. Speaker of the National Assembly of Tanzania
The Speaker of the National Assembly of Tanzania is the presiding officer and highest authority of the country’s unicameral legislature, responsible for overseeing parliamentary debates and procedures.
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: Speaker of the National Assembly of Kenya
Triple: [National Assembly of Kenya, hasSpeaker, Speaker of the National Assembly of Kenya]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Speaker of the National Assembly of Kenya
Target entity description: 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.

A. 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.
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 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.
D. 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.
E. Speaker of the National Assembly of Tanzania
The Speaker of the National Assembly of Tanzania is the presiding officer and highest authority of the country’s unicameral legislature, responsible for overseeing parliamentary debates and procedures.
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_69cdcd777b208190ad75eac79eec0c2f`	completed	April 2, 2026, 1:59 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d26ab241848190a97dea745f6d2324`	completed	April 5, 2026, 1:59 p.m.
NEDg	Description generation	`batch_69d26b84271881909c3a1b8a05e2c8a2`	completed	April 5, 2026, 2:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69d26f50dc008190866f0ba45b671560`	completed	April 5, 2026, 2:18 p.m.

Created at: March 30, 2026, 8:53 p.m.