Triple

T12812722

Position	Surface form	Disambiguated ID	Type / Status
Subject	Beihai Municipal People's Government	`E306310`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Beihai Municipal Audit Bureau The Beihai Municipal Audit Bureau is a government agency responsible for supervising and auditing the use of public funds and financial activities within Beihai city.	`E1006655`	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 Audit Bureau | Statement: [Beihai Municipal People's Government, hasBranch, Beihai Municipal Audit Bureau]

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

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

A. Beihai Municipal Finance Bureau
The Beihai Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy for the city of Beihai in China.
B. 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.
C. Beihai Municipal Statistics Bureau
The Beihai Municipal Statistics Bureau is the local government agency responsible for collecting, analyzing, and publishing official statistical data for Beihai City.
D. Beihai Municipal Development and Reform Commission
The Beihai Municipal Development and Reform Commission is a local government agency responsible for formulating and coordinating Beihai’s economic and social development strategies, plans, and major reform initiatives.
E. 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.
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 Audit Bureau
Triple: [Beihai Municipal People's Government, hasBranch, Beihai Municipal Audit Bureau]

Generated description

The Beihai Municipal Audit Bureau is a government agency responsible for supervising and auditing the use of public funds and financial activities within Beihai city.

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

Target entity: Beihai Municipal Audit Bureau
Target entity description: The Beihai Municipal Audit Bureau is a government agency responsible for supervising and auditing the use of public funds and financial activities within Beihai city.

A. Beihai Municipal Finance Bureau
The Beihai Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy for the city of Beihai in China.
B. 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.
C. Beihai Municipal Statistics Bureau
The Beihai Municipal Statistics Bureau is the local government agency responsible for collecting, analyzing, and publishing official statistical data for Beihai City.
D. Beihai Municipal Development and Reform Commission
The Beihai Municipal Development and Reform Commission is a local government agency responsible for formulating and coordinating Beihai’s economic and social development strategies, plans, and major reform initiatives.
E. 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.
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_69f69b97ffd481909c540f52c781f63f`	completed	May 3, 2026, 12:49 a.m.
NEDg	Description generation	`batch_69f69d48e6948190a13afe3b8943d877`	completed	May 3, 2026, 12:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69f69dfa2b8481908827025a28bfb056`	completed	May 3, 2026, 12:59 a.m.

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