Triple

T19154521

Position	Surface form	Disambiguated ID	Type / Status
Subject	Taishan municipal government	`E468896`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Taishan municipal finance departments Taishan municipal finance departments are local government agencies responsible for managing the city’s public finances, including budgeting, revenue collection, and fiscal policy implementation.	`E468896`	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: Taishan municipal finance departments | Statement: [Taishan municipal government, hasBranch, Taishan municipal finance departments]

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

Target entity: Taishan municipal finance departments
Context triple: [Taishan municipal government, hasBranch, Taishan municipal finance departments]

A. Taishan municipal government
The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
B. Taian Municipal People’s Government
Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
C. Shanghai Municipal Finance Bureau
The Shanghai Municipal Finance Bureau is the city-level government department responsible for managing Shanghai’s public finances, including budgeting, fiscal policy, and oversight of government revenue and expenditure.
D. Beijing Municipal Finance Bureau
The Beijing Municipal Finance Bureau is the city-level government agency responsible for managing Beijing’s public finances, including budgeting, fiscal policy, and oversight of municipal revenues and expenditures.
E. Huangshi Finance Bureau
Huangshi Finance Bureau is the municipal government agency responsible for managing public finances, budgeting, and fiscal policy in Huangshi, China.
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: Taishan municipal finance departments
Triple: [Taishan municipal government, hasBranch, Taishan municipal finance departments]

Generated description

Taishan municipal finance departments are local government agencies responsible for managing the city’s public finances, including budgeting, revenue collection, and fiscal policy implementation.

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

Target entity: Taishan municipal finance departments
Target entity description: Taishan municipal finance departments are local government agencies responsible for managing the city’s public finances, including budgeting, revenue collection, and fiscal policy implementation.

A. Taishan municipal government chosen
The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
B. Taian Municipal People’s Government
Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
C. Shanghai Municipal Finance Bureau
The Shanghai Municipal Finance Bureau is the city-level government department responsible for managing Shanghai’s public finances, including budgeting, fiscal policy, and oversight of government revenue and expenditure.
D. Beijing Municipal Finance Bureau
The Beijing Municipal Finance Bureau is the city-level government agency responsible for managing Beijing’s public finances, including budgeting, fiscal policy, and oversight of municipal revenues and expenditures.
E. Huangshi Finance Bureau
Huangshi Finance Bureau is the municipal government agency responsible for managing public finances, budgeting, and fiscal policy in Huangshi, China.
F. None of above.

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_69d8dd084ff48190ac0f8c46ee722629`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5eeb81bf08190b0352137eb4a5763`	completed	April 20, 2026, 9:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a06f256821081908b69afd367040866`	completed	May 15, 2026, 10:15 a.m.
NEDg	Description generation	`batch_6a06f303c4fc8190a9a972dd1561bc84`	completed	May 15, 2026, 10:18 a.m.
NED2	Entity disambiguation (via description)	`batch_6a06f4039ca881908679e5da604eea50`	completed	May 15, 2026, 10:22 a.m.

Created at: April 10, 2026, 12:06 p.m.