Triple

T1629233

Position	Surface form	Disambiguated ID	Type / Status
Subject	Guangzhou Municipal People’s Government	`E35219`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Guangzhou Municipal Public Security Bureau The Guangzhou Municipal Public Security Bureau is the main law enforcement and public security agency responsible for policing and maintaining social order in Guangzhou, China.	`E185245`	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: Guangzhou Municipal Public Security Bureau | Statement: [Guangzhou Municipal People’s Government, hasBranch, Guangzhou Municipal Public Security Bureau]

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

Target entity: Guangzhou Municipal Public Security Bureau
Context triple: [Guangzhou Municipal People’s Government, hasBranch, Guangzhou Municipal Public Security Bureau]

A. 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.
B. Shenzhen Municipal People’s Government
The Shenzhen Municipal People’s Government is the executive authority responsible for administering and managing public affairs, economic development, and urban governance in the city of Shenzhen, China.
C. Nanshan District People’s Government
Nanshan District People’s Government is the local administrative authority responsible for managing public affairs, services, and development in Nanshan District of Shenzhen, China.
D. Chengdu Municipal People’s Government
The Chengdu Municipal People’s Government is the principal administrative authority responsible for governing and managing public affairs in the city of Chengdu, China.
E. Huangpu District
Huangpu District is Shanghai’s historic and commercial core, encompassing landmarks like the Bund and People’s Square and serving as a major political, cultural, and financial center of the city.
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: Guangzhou Municipal Public Security Bureau
Triple: [Guangzhou Municipal People’s Government, hasBranch, Guangzhou Municipal Public Security Bureau]

Generated description

The Guangzhou Municipal Public Security Bureau is the main law enforcement and public security agency responsible for policing and maintaining social order in Guangzhou, China.

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

Target entity: Guangzhou Municipal Public Security Bureau
Target entity description: The Guangzhou Municipal Public Security Bureau is the main law enforcement and public security agency responsible for policing and maintaining social order in Guangzhou, China.

A. 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.
B. Shenzhen Municipal People’s Government
The Shenzhen Municipal People’s Government is the executive authority responsible for administering and managing public affairs, economic development, and urban governance in the city of Shenzhen, China.
C. Nanshan District People’s Government
Nanshan District People’s Government is the local administrative authority responsible for managing public affairs, services, and development in Nanshan District of Shenzhen, China.
D. Chengdu Municipal People’s Government
The Chengdu Municipal People’s Government is the principal administrative authority responsible for governing and managing public affairs in the city of Chengdu, China.
E. Huangpu District
Huangpu District is Shanghai’s historic and commercial core, encompassing landmarks like the Bund and People’s Square and serving as a major political, cultural, and financial center of the city.
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_69a886036bc081909ff5de16dbe5e8ea`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a909f257948190b3398fd6dc91f586`	completed	March 5, 2026, 4:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad58d5acd8819090c51678ce0f63f0`	completed	March 8, 2026, 11:09 a.m.
NEDg	Description generation	`batch_69ad5a619da481908d66837ea94c91cf`	completed	March 8, 2026, 11:15 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad5b41a68c8190ba293d8e8c35521b`	completed	March 8, 2026, 11:19 a.m.

Created at: March 4, 2026, 7:28 p.m.