Triple

T1768212

Position	Surface form	Disambiguated ID	Type / Status
Subject	Huangshi	`E38812`	entity
Predicate	governingBody	`P46`	FINISHED
Object	Huangshi Municipal People's Government Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.	`E200048`	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: Huangshi Municipal People's Government | Statement: [Huangshi, governingBody, Huangshi Municipal People's Government]

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

Target entity: Huangshi Municipal People's Government
Context triple: [Huangshi, governingBody, Huangshi Municipal People's Government]

A. Hubei Provincial People's Government
The Hubei Provincial People's Government is the chief administrative authority of Hubei Province in China, responsible for implementing national laws and policies and overseeing regional economic and social development.
B. Guangzhou Municipal People’s Government
The Guangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Guangzhou, China.
C. Hubei Provincial Department of Commerce
The Hubei Provincial Department of Commerce is the provincial government agency responsible for formulating and implementing commercial, trade, and foreign investment policies in China’s Hubei Province.
D. Hubei Provincial Department of Human Resources and Social Security
The Hubei Provincial Department of Human Resources and Social Security is a provincial government agency in Hubei, China, responsible for managing employment, labor relations, social insurance, and related public services.
E. Hubei Provincial Department of Finance
The Hubei Provincial Department of Finance is the provincial government agency responsible for managing public finances, budgeting, and fiscal policy in China’s Hubei Province.
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: Huangshi Municipal People's Government
Triple: [Huangshi, governingBody, Huangshi Municipal People's Government]

Generated description

Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.

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

Target entity: Huangshi Municipal People's Government
Target entity description: Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.

A. Hubei Provincial People's Government
The Hubei Provincial People's Government is the chief administrative authority of Hubei Province in China, responsible for implementing national laws and policies and overseeing regional economic and social development.
B. Guangzhou Municipal People’s Government
The Guangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Guangzhou, China.
C. Hubei Provincial Department of Commerce
The Hubei Provincial Department of Commerce is the provincial government agency responsible for formulating and implementing commercial, trade, and foreign investment policies in China’s Hubei Province.
D. Hubei Provincial Department of Human Resources and Social Security
The Hubei Provincial Department of Human Resources and Social Security is a provincial government agency in Hubei, China, responsible for managing employment, labor relations, social insurance, and related public services.
E. Hubei Provincial Department of Finance
The Hubei Provincial Department of Finance is the provincial government agency responsible for managing public finances, budgeting, and fiscal policy in China’s Hubei Province.
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_69a8862e61708190af97b9838cc3f5de`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69aa648bb44c81909245fb7ee23cb132`	completed	March 6, 2026, 5:22 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ada991564c81909ae00fdcb47f52af`	completed	March 8, 2026, 4:53 p.m.
NEDg	Description generation	`batch_69adab0295b8819092cb51082337b97b`	completed	March 8, 2026, 4:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69adaea83bfc8190a526d5f2bd460e4c`	completed	March 8, 2026, 5:15 p.m.

Created at: March 4, 2026, 7:31 p.m.