Triple

T8705168

Position	Surface form	Disambiguated ID	Type / Status
Subject	Xiaogan Municipal People's Government	`E206629`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Xiaogan Municipal Public Security Bureau Xiaogan Municipal Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Xiaogan, Hubei Province, China.	`E750852`	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: Xiaogan Municipal Public Security Bureau | Statement: [Xiaogan Municipal People's Government, hasPart, Xiaogan Municipal Public Security Bureau]

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

Target entity: Xiaogan Municipal Public Security Bureau
Context triple: [Xiaogan Municipal People's Government, hasPart, Xiaogan Municipal Public Security Bureau]

A. Xiaogan Municipal People's Government
Xiaogan Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Xiaogan, Hubei Province, China.
B. Hubei Provincial Department of Public Security
Hubei Provincial Department of Public Security is the main law enforcement and public security authority responsible for policing, social order, and related administrative affairs within China’s Hubei Province.
C. Wuhan Municipal Public Security Bureau
The Wuhan Municipal Public Security Bureau is the primary law enforcement agency responsible for public security, policing, and social order in the city of Wuhan, China.
D. Yichang Public Security Bureau
Yichang Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Yichang, China.
E. Huangshi Public Security Bureau
Huangshi Public Security Bureau is the principal law enforcement and public security agency responsible for maintaining social order and safety in Huangshi, Hubei Province, 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: Xiaogan Municipal Public Security Bureau
Triple: [Xiaogan Municipal People's Government, hasPart, Xiaogan Municipal Public Security Bureau]

Generated description

Xiaogan Municipal Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Xiaogan, Hubei Province, China.

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

Target entity: Xiaogan Municipal Public Security Bureau
Target entity description: Xiaogan Municipal Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Xiaogan, Hubei Province, China.

A. Xiaogan Municipal People's Government
Xiaogan Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Xiaogan, Hubei Province, China.
B. Hubei Provincial Department of Public Security
Hubei Provincial Department of Public Security is the main law enforcement and public security authority responsible for policing, social order, and related administrative affairs within China’s Hubei Province.
C. Wuhan Municipal Public Security Bureau
The Wuhan Municipal Public Security Bureau is the primary law enforcement agency responsible for public security, policing, and social order in the city of Wuhan, China.
D. Yichang Public Security Bureau
Yichang Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Yichang, China.
E. Huangshi Public Security Bureau
Huangshi Public Security Bureau is the principal law enforcement and public security agency responsible for maintaining social order and safety in Huangshi, Hubei Province, China.
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_69ca835645e881908f00e3c8b51da81d`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc58fb43f081909df5d1e31cb1ec04`	completed	March 31, 2026, 11:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cef423b1c4819081ea887af8f8e576`	completed	April 2, 2026, 10:56 p.m.
NEDg	Description generation	`batch_69cef622bc58819085db9fc2413b5518`	completed	April 2, 2026, 11:05 p.m.
NED2	Entity disambiguation (via description)	`batch_69cef6c109b08190bb29ce2747f3ccb7`	completed	April 2, 2026, 11:07 p.m.

Created at: March 30, 2026, 6:34 p.m.