Triple

T12812724

Position	Surface form	Disambiguated ID	Type / Status
Subject	Beihai Municipal People's Government	`E306310`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Beihai Municipal Administrative Approval Bureau The Beihai Municipal Administrative Approval Bureau is a government agency responsible for handling and streamlining administrative approvals and public service licensing within Beihai City, China.	`E1005563`	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: Beihai Municipal Administrative Approval Bureau | Statement: [Beihai Municipal People's Government, hasBranch, Beihai Municipal Administrative Approval Bureau]

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

Target entity: Beihai Municipal Administrative Approval Bureau
Context triple: [Beihai Municipal People's Government, hasBranch, Beihai Municipal Administrative Approval Bureau]

A. Beihai Municipal People's Government
The Beihai Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in the city of Beihai, Guangxi, China.
B. Baoan District People’s Government
Baoan District People’s Government is the primary local administrative authority responsible for managing public affairs, economic development, and social services in Shenzhen’s Baoan District.
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. Dalian Municipal People’s Government
The Dalian Municipal People’s Government is the local administrative authority responsible for governing the city of Dalian in Liaoning Province, China.
E. Haikou municipal government
The Haikou municipal government is the local administrative authority responsible for governing and managing the city of Haikou, the capital of China’s Hainan 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: Beihai Municipal Administrative Approval Bureau
Triple: [Beihai Municipal People's Government, hasBranch, Beihai Municipal Administrative Approval Bureau]

Generated description

The Beihai Municipal Administrative Approval Bureau is a government agency responsible for handling and streamlining administrative approvals and public service licensing within Beihai City, China.

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

Target entity: Beihai Municipal Administrative Approval Bureau
Target entity description: The Beihai Municipal Administrative Approval Bureau is a government agency responsible for handling and streamlining administrative approvals and public service licensing within Beihai City, China.

A. Beihai Municipal People's Government
The Beihai Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in the city of Beihai, Guangxi, China.
B. Baoan District People’s Government
Baoan District People’s Government is the primary local administrative authority responsible for managing public affairs, economic development, and social services in Shenzhen’s Baoan District.
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. Dalian Municipal People’s Government
The Dalian Municipal People’s Government is the local administrative authority responsible for governing the city of Dalian in Liaoning Province, China.
E. Haikou municipal government
The Haikou municipal government is the local administrative authority responsible for governing and managing the city of Haikou, the capital of China’s Hainan 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_69d7bdf46c448190b1faa55aaacb6317`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d96e9adcf08190a12801adcc613477`	completed	April 10, 2026, 9:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f68eca9b448190a819b3807fdbc3f8`	completed	May 2, 2026, 11:54 p.m.
NEDg	Description generation	`batch_69f69277d3d88190abce800c01a8026c`	completed	May 3, 2026, 12:10 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6938150608190a61206cefa3eca1e`	completed	May 3, 2026, 12:14 a.m.

Created at: April 9, 2026, 5:31 p.m.