Triple

T18963285

Position	Surface form	Disambiguated ID	Type / Status
Subject	Public Accounts Committee of Tanzania	`E463962`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Ministry of Finance of Tanzania The Ministry of Finance of Tanzania is the government body responsible for managing the country’s public finances, including budgeting, fiscal policy, and economic planning.	`E1351642`	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: Ministry of Finance of Tanzania | Statement: [Public Accounts Committee of Tanzania, worksWith, Ministry of Finance of Tanzania]

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

Target entity: Ministry of Finance of Tanzania
Context triple: [Public Accounts Committee of Tanzania, worksWith, Ministry of Finance of Tanzania]

A. Government of Tanzania
The Government of Tanzania is the central governing authority of the United Republic of Tanzania, responsible for national administration, policy-making, and the implementation of laws across the country.
B. Ministry of Works and Transport of Tanzania
The Ministry of Works and Transport of Tanzania is a government ministry responsible for formulating and overseeing national policies, regulations, and infrastructure development in the transport and public works sectors across the country.
C. Cabinet of Tanzania
The Cabinet of Tanzania is the executive decision-making body of the Tanzanian government, composed of the president, vice president, prime minister, and appointed ministers who oversee national policy and administration.
D. Bank of Tanzania
The Bank of Tanzania is the central bank of Tanzania, responsible for formulating monetary policy, regulating the financial sector, and maintaining the stability of the national currency.
E. Office of the President of Tanzania
The Office of the President of Tanzania is the executive institution that supports and administers the functions, duties, and official activities of the Tanzanian head of state and government.
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: Ministry of Finance of Tanzania
Triple: [Public Accounts Committee of Tanzania, worksWith, Ministry of Finance of Tanzania]

Generated description

The Ministry of Finance of Tanzania is the government body responsible for managing the country’s public finances, including budgeting, fiscal policy, and economic planning.

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

Target entity: Ministry of Finance of Tanzania
Target entity description: The Ministry of Finance of Tanzania is the government body responsible for managing the country’s public finances, including budgeting, fiscal policy, and economic planning.

A. Government of Tanzania
The Government of Tanzania is the central governing authority of the United Republic of Tanzania, responsible for national administration, policy-making, and the implementation of laws across the country.
B. Ministry of Works and Transport of Tanzania
The Ministry of Works and Transport of Tanzania is a government ministry responsible for formulating and overseeing national policies, regulations, and infrastructure development in the transport and public works sectors across the country.
C. Cabinet of Tanzania
The Cabinet of Tanzania is the executive decision-making body of the Tanzanian government, composed of the president, vice president, prime minister, and appointed ministers who oversee national policy and administration.
D. Bank of Tanzania
The Bank of Tanzania is the central bank of Tanzania, responsible for formulating monetary policy, regulating the financial sector, and maintaining the stability of the national currency.
E. Office of the President of Tanzania
The Office of the President of Tanzania is the executive institution that supports and administers the functions, duties, and official activities of the Tanzanian head of state and government.
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_69d8dcffc278819086792a4ebfddfafa`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5d5d420f481909aa22a0d22ac4af1`	completed	April 20, 2026, 7:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a059fdaa35481909d73538f92778165`	completed	May 14, 2026, 10:11 a.m.
NEDg	Description generation	`batch_6a05a3d2bce08190a81d7c5c189a4ccb`	completed	May 14, 2026, 10:28 a.m.
NED2	Entity disambiguation (via description)	`batch_6a05a42c89e88190a7cd5e88fbc43ba0`	completed	May 14, 2026, 10:30 a.m.

Created at: April 10, 2026, noon