Triple

T8941284

Position	Surface form	Disambiguated ID	Type / Status
Subject	Moses Wetang'ula	`E212905`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	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.	`E768589`	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: Deputy Speaker of the National Assembly of Kenya | Statement: [Moses Wetang'ula, positionHeld, Deputy Speaker of the National Assembly of Kenya]

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

Target entity: Deputy Speaker of the National Assembly of Kenya
Context triple: [Moses Wetang'ula, positionHeld, Deputy 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. 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.
C. Deputy Speaker of the National Assembly of Tanzania
The Deputy Speaker of the National Assembly of Tanzania is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and managing the chamber’s proceedings.
D. 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.
E. Deputy Speaker of the National Assembly
The Deputy Speaker of the National Assembly is a parliamentary officer in Saint Kitts and Nevis who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
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: Deputy Speaker of the National Assembly of Kenya
Triple: [Moses Wetang'ula, positionHeld, Deputy Speaker of the National Assembly of Kenya]

Generated description

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.

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

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

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. 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.
C. Deputy Speaker of the National Assembly of Tanzania
The Deputy Speaker of the National Assembly of Tanzania is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and managing the chamber’s proceedings.
D. 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.
E. Deputy Speaker of the National Assembly
The Deputy Speaker of the National Assembly is a parliamentary officer in Saint Kitts and Nevis who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
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_69ca839694c88190b324ffeb43d23b08`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc66b9c14c8190b80c3df0cdba2747`	completed	April 1, 2026, 12:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfc1efdea881908b2c264d1c39c6ec`	completed	April 3, 2026, 1:34 p.m.
NEDg	Description generation	`batch_69cfc2d295c48190952486e6f44cd74f`	completed	April 3, 2026, 1:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfc722921881908978147e4cc6875c`	completed	April 3, 2026, 1:56 p.m.

Created at: March 30, 2026, 6:58 p.m.