Triple

T4726248

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Assembly of Tanzania	`E104891`	entity
Predicate	hasPosition	`P8`	FINISHED
Object	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.	`E468776`	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 Tanzania | Statement: [National Assembly of Tanzania, hasPosition, Deputy Speaker of the National Assembly of Tanzania]

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

Target entity: Deputy Speaker of the National Assembly of Tanzania
Context triple: [National Assembly of Tanzania, hasPosition, Deputy Speaker of the National Assembly of Tanzania]

A. 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.
B. Clerk of the National Assembly of Tanzania
The Clerk of the National Assembly of Tanzania is the chief administrative and procedural officer responsible for managing parliamentary operations and providing legislative support and advice to the National Assembly.
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. 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.
E. President of Tanzania
The President of Tanzania is the country’s elected head of state and government, serving as the chief executive authority and commander-in-chief of the armed forces.
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 Tanzania
Triple: [National Assembly of Tanzania, hasPosition, Deputy Speaker of the National Assembly of Tanzania]

Generated description

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.

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

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

A. 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.
B. Clerk of the National Assembly of Tanzania
The Clerk of the National Assembly of Tanzania is the chief administrative and procedural officer responsible for managing parliamentary operations and providing legislative support and advice to the National Assembly.
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. 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.
E. President of Tanzania
The President of Tanzania is the country’s elected head of state and government, serving as the chief executive authority and commander-in-chief of the armed forces.
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_69bd43ed84648190ae0b7ee8e8d00482`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6446b42081908e023979c9685730`	completed	March 20, 2026, 3:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be43a86b288190ada883c345b00c72`	completed	March 21, 2026, 7:07 a.m.
NEDg	Description generation	`batch_69be449593f0819092be9f4a86bb47aa`	completed	March 21, 2026, 7:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69be44f6031c81908fdca148b784aaf9`	completed	March 21, 2026, 7:12 a.m.

Created at: March 20, 2026, 1:18 p.m.