Triple

T23106669

Position	Surface form	Disambiguated ID	Type / Status
Subject	Yangzhou Municipal People’s Government	`E576186`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	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.	`E1571646`	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: Yangzhou Municipal Commerce Bureau | Statement: [Yangzhou Municipal People’s Government, hasDepartment, Yangzhou Municipal Commerce Bureau]

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

Target entity: Yangzhou Municipal Commerce Bureau
Context triple: [Yangzhou Municipal People’s Government, hasDepartment, Yangzhou Municipal Commerce Bureau]

A. Yangzhou Municipal People’s Government
Yangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Yangzhou, China.
B. Fuyang Municipal Commerce Bureau
The Fuyang Municipal Commerce Bureau is a local government department responsible for managing and promoting commercial, trade, and related economic activities within Fuyang City.
C. 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.
D. 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.
E. Dongyang Municipal Commerce authorities
Dongyang Municipal Commerce authorities are the local government department responsible for managing and promoting commercial and trade activities within Dongyang City under the Dongyang Municipal People’s 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: Yangzhou Municipal Commerce Bureau
Triple: [Yangzhou Municipal People’s Government, hasDepartment, Yangzhou Municipal Commerce Bureau]

Generated description

The Yangzhou Municipal Commerce Bureau is a local government agency responsible for managing and promoting commerce, trade, and related economic activities within Yangzhou City.

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

Target entity: Yangzhou Municipal Commerce Bureau
Target entity description: The Yangzhou Municipal Commerce Bureau is a local government agency responsible for managing and promoting commerce, trade, and related economic activities within Yangzhou City.

A. Yangzhou Municipal People’s Government
Yangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Yangzhou, China.
B. Fuyang Municipal Commerce Bureau
The Fuyang Municipal Commerce Bureau is a local government department responsible for managing and promoting commercial, trade, and related economic activities within Fuyang City.
C. 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.
D. 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.
E. Dongyang Municipal Commerce authorities
Dongyang Municipal Commerce authorities are the local government department responsible for managing and promoting commercial and trade activities within Dongyang City under the Dongyang Municipal People’s 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_69e245f4af548190898d434a64a1e774`	completed	April 17, 2026, 2:38 p.m.
NER	Named-entity recognition	`batch_69f18e0bb27c8190a17942d9b88bb158`	completed	April 29, 2026, 4:50 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c23e606cc8190b0f51e22318250ad`	completed	May 19, 2026, 8:48 a.m.
NEDg	Description generation	`batch_6a0c28083b548190b8773691b6cc1e39`	completed	May 19, 2026, 9:06 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0c28f3c9288190b9ee0e5c4911ee9b`	completed	May 19, 2026, 9:10 a.m.

Created at: April 17, 2026, 3:58 p.m.