Triple

T19154528

Position	Surface form	Disambiguated ID	Type / Status
Subject	Taishan municipal government	`E468896`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Taishan municipal human resources and social security departments Taishan municipal human resources and social security departments are local government agencies responsible for managing employment services, labor relations, social insurance, and related public welfare programs 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 human resources and social security departments | Statement: [Taishan municipal government, hasBranch, Taishan municipal human resources and social security departments]

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

Target entity: Taishan municipal human resources and social security departments
Context triple: [Taishan municipal government, hasBranch, Taishan municipal human resources and social 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. Shanghai Municipal Human Resources and Social Security Bureau
The Shanghai Municipal Human Resources and Social Security Bureau is a government agency responsible for managing labor relations, employment services, social insurance, and related public human resources policies in Shanghai.
D. Henan Provincial Department of Human Resources and Social Security
The Henan Provincial Department of Human Resources and Social Security is a provincial government agency responsible for managing employment, labor relations, social insurance, and related public services in Henan, China.
E. Shanxi Provincial Department of Human Resources and Social Security
The Shanxi Provincial Department of Human Resources and Social Security is a provincial government agency in Shanxi, China, responsible for managing employment, labor relations, social insurance, and related public services.
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 human resources and social security departments
Triple: [Taishan municipal government, hasBranch, Taishan municipal human resources and social security departments]

Generated description

Taishan municipal human resources and social security departments are local government agencies responsible for managing employment services, labor relations, social insurance, and related public welfare programs within Taishan.

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

Target entity: Taishan municipal human resources and social security departments
Target entity description: Taishan municipal human resources and social security departments are local government agencies responsible for managing employment services, labor relations, social insurance, and related public welfare programs 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. Shanghai Municipal Human Resources and Social Security Bureau
The Shanghai Municipal Human Resources and Social Security Bureau is a government agency responsible for managing labor relations, employment services, social insurance, and related public human resources policies in Shanghai.
D. Henan Provincial Department of Human Resources and Social Security
The Henan Provincial Department of Human Resources and Social Security is a provincial government agency responsible for managing employment, labor relations, social insurance, and related public services in Henan, China.
E. Shanxi Provincial Department of Human Resources and Social Security
The Shanxi Provincial Department of Human Resources and Social Security is a provincial government agency in Shanxi, China, responsible for managing employment, labor relations, social insurance, and related public services.
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.