Triple

T19154520

Position	Surface form	Disambiguated ID	Type / Status
Subject	Taishan municipal government	`E468896`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Taishan municipal public security departments Taishan municipal public security departments are the local law enforcement and public security agencies responsible for maintaining social order, crime prevention, and public safety within Taishan.	`E468896`	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: Taishan municipal public security departments | Statement: [Taishan municipal government, hasBranch, Taishan municipal public security departments]

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

Target entity: Taishan municipal public security departments
Context triple: [Taishan municipal government, hasBranch, Taishan municipal public security departments]

A. Taishan municipal government
The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
B. Taian Municipal People’s Government
Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
C. Police Department, Taipei City Government
The Police Department of the Taipei City Government is the primary law enforcement agency responsible for maintaining public order, safety, and crime prevention throughout Taipei City, Taiwan.
D. Shanghai Municipal Public Security Bureau
The Shanghai Municipal Public Security Bureau is the main law enforcement and public security authority responsible for policing and maintaining social order in Shanghai, China.
E. Beijing Municipal Public Security Bureau
The Beijing Municipal Public Security Bureau is the main law enforcement and public security authority responsible for policing and maintaining social order in Beijing, 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: Taishan municipal public security departments
Triple: [Taishan municipal government, hasBranch, Taishan municipal public security departments]

Generated description

Taishan municipal public security departments are the local law enforcement and public security agencies responsible for maintaining social order, crime prevention, and public safety within Taishan.

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

Target entity: Taishan municipal public security departments
Target entity description: Taishan municipal public security departments are the local law enforcement and public security agencies responsible for maintaining social order, crime prevention, and public safety within Taishan.

A. Taishan municipal government chosen
The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
B. Taian Municipal People’s Government
Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
C. Police Department, Taipei City Government
The Police Department of the Taipei City Government is the primary law enforcement agency responsible for maintaining public order, safety, and crime prevention throughout Taipei City, Taiwan.
D. Shanghai Municipal Public Security Bureau
The Shanghai Municipal Public Security Bureau is the main law enforcement and public security authority responsible for policing and maintaining social order in Shanghai, China.
E. Beijing Municipal Public Security Bureau
The Beijing Municipal Public Security Bureau is the main law enforcement and public security authority responsible for policing and maintaining social order in Beijing, China.
F. None of above.

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_69d8dd084ff48190ac0f8c46ee722629`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5eeb81bf08190b0352137eb4a5763`	completed	April 20, 2026, 9:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a06f256821081908b69afd367040866`	completed	May 15, 2026, 10:15 a.m.
NEDg	Description generation	`batch_6a06f303c4fc8190a9a972dd1561bc84`	completed	May 15, 2026, 10:18 a.m.
NED2	Entity disambiguation (via description)	`batch_6a06f4039ca881908679e5da604eea50`	completed	May 15, 2026, 10:22 a.m.

Created at: April 10, 2026, 12:06 p.m.