Triple

T8421016

Position	Surface form	Disambiguated ID	Type / Status
Subject	Yichang Municipal People's Government	`E198849`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Yichang Emergency Management Bureau Yichang Emergency Management Bureau is a government agency responsible for overseeing emergency response, disaster prevention, and safety management within Yichang City, China.	`E732321`	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: Yichang Emergency Management Bureau | Statement: [Yichang Municipal People's Government, hasDivision, Yichang Emergency Management Bureau]

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

Target entity: Yichang Emergency Management Bureau
Context triple: [Yichang Municipal People's Government, hasDivision, Yichang Emergency Management Bureau]

A. Yichang Municipal People's Government
Yichang Municipal People's Government is the local administrative authority responsible for governing the prefecture-level city of Yichang in Hubei Province, China.
B. Chengdu Municipal Emergency Management Bureau
The Chengdu Municipal Emergency Management Bureau is a local government agency responsible for coordinating disaster prevention, emergency response, and safety management within Chengdu.
C. Hubei Provincial Department of Civil Affairs
The Hubei Provincial Department of Civil Affairs is the provincial government agency responsible for social welfare, community services, and civil administration in Hubei, China.
D. Xiangyang Municipal People's Government
Xiangyang Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in the prefecture-level city of Xiangyang, Hubei Province, China.
E. 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.
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: Yichang Emergency Management Bureau
Triple: [Yichang Municipal People's Government, hasDivision, Yichang Emergency Management Bureau]

Generated description

Yichang Emergency Management Bureau is a government agency responsible for overseeing emergency response, disaster prevention, and safety management within Yichang City, China.

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

Target entity: Yichang Emergency Management Bureau
Target entity description: Yichang Emergency Management Bureau is a government agency responsible for overseeing emergency response, disaster prevention, and safety management within Yichang City, China.

A. Yichang Municipal People's Government
Yichang Municipal People's Government is the local administrative authority responsible for governing the prefecture-level city of Yichang in Hubei Province, China.
B. Chengdu Municipal Emergency Management Bureau
The Chengdu Municipal Emergency Management Bureau is a local government agency responsible for coordinating disaster prevention, emergency response, and safety management within Chengdu.
C. Hubei Provincial Department of Civil Affairs
The Hubei Provincial Department of Civil Affairs is the provincial government agency responsible for social welfare, community services, and civil administration in Hubei, China.
D. Xiangyang Municipal People's Government
Xiangyang Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in the prefecture-level city of Xiangyang, Hubei Province, China.
E. 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.
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_69ca8312d63c8190bf133b676b44a385`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cb84ca7b348190abab25e79b05407f`	completed	March 31, 2026, 8:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce035279f48190861b97167fa3882c`	completed	April 2, 2026, 5:49 a.m.
NEDg	Description generation	`batch_69ce0782b0dc8190bf971eacb3b4582c`	completed	April 2, 2026, 6:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce0854ce788190a209f229d504c038`	completed	April 2, 2026, 6:10 a.m.

Created at: March 30, 2026, 6:06 p.m.