Triple

T23285341

Position	Surface form	Disambiguated ID	Type / Status
Subject	Taizhou Municipal People's Government	`E588969`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Taizhou Municipal Commerce Bureau Taizhou Municipal Commerce Bureau is a government department under the Taizhou Municipal People's Government responsible for managing and promoting the city’s commercial, trade, and related economic affairs.	`E1578545`	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: Taizhou Municipal Commerce Bureau | Statement: [Taizhou Municipal People's Government, hasDepartment, Taizhou Municipal Commerce Bureau]

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

Target entity: Taizhou Municipal Commerce Bureau
Context triple: [Taizhou Municipal People's Government, hasDepartment, Taizhou Municipal Commerce Bureau]

A. Taizhou Municipal People's Government
Taizhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Taizhou, China.
B. Quanzhou Municipal Commerce Bureau
The Quanzhou Municipal Commerce Bureau is a local government department responsible for managing and promoting commerce, trade, and related economic activities within Quanzhou City.
C. Hangzhou Municipal Commerce Bureau
The Hangzhou Municipal Commerce Bureau is a local government department responsible for overseeing and promoting commerce, trade, and related economic activities within the city of Hangzhou.
D. Suzhou Municipal Bureau of Commerce
The Suzhou Municipal Bureau of Commerce is the local government department responsible for formulating and implementing commercial, trade, and investment policies in Suzhou, China.
E. Yangzhou Municipal Commerce Bureau
The Yangzhou Municipal Commerce Bureau is a local government agency responsible for managing and promoting commerce, trade, and related economic activities within Yangzhou City.
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: Taizhou Municipal Commerce Bureau
Triple: [Taizhou Municipal People's Government, hasDepartment, Taizhou Municipal Commerce Bureau]

Generated description

Taizhou Municipal Commerce Bureau is a government department under the Taizhou Municipal People's Government responsible for managing and promoting the city’s commercial, trade, and related economic affairs.

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

Target entity: Taizhou Municipal Commerce Bureau
Target entity description: Taizhou Municipal Commerce Bureau is a government department under the Taizhou Municipal People's Government responsible for managing and promoting the city’s commercial, trade, and related economic affairs.

A. Taizhou Municipal People's Government
Taizhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Taizhou, China.
B. Quanzhou Municipal Commerce Bureau
The Quanzhou Municipal Commerce Bureau is a local government department responsible for managing and promoting commerce, trade, and related economic activities within Quanzhou City.
C. Hangzhou Municipal Commerce Bureau
The Hangzhou Municipal Commerce Bureau is a local government department responsible for overseeing and promoting commerce, trade, and related economic activities within the city of Hangzhou.
D. Suzhou Municipal Bureau of Commerce
The Suzhou Municipal Bureau of Commerce is the local government department responsible for formulating and implementing commercial, trade, and investment policies in Suzhou, China.
E. Yangzhou Municipal Commerce Bureau
The Yangzhou Municipal Commerce Bureau is a local government agency responsible for managing and promoting commerce, trade, and related economic activities within Yangzhou City.
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_69e25d16e2c08190a291de254703129e`	completed	April 17, 2026, 4:17 p.m.
NER	Named-entity recognition	`batch_69f1964600888190b40ecbefdc8aec64`	completed	April 29, 2026, 5:25 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c3f813f248190b56ed6a7fc074989`	completed	May 19, 2026, 10:46 a.m.
NEDg	Description generation	`batch_6a0c405ca9e081908adeedd69acb8ed2`	completed	May 19, 2026, 10:50 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0c443c4540819096f1a41d9c24a706`	completed	May 19, 2026, 11:06 a.m.

Created at: April 17, 2026, 4:59 p.m.