Triple

T14978276

Position	Surface form	Disambiguated ID	Type / Status
Subject	Changde Municipal People's Government	`E373508`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Changde Municipal Human Resources and Social Security Bureau The Changde Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Changde City.	`E1130249`	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: Changde Municipal Human Resources and Social Security Bureau | Statement: [Changde Municipal People's Government, hasBranch, Changde Municipal Human Resources and Social Security Bureau]

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

Target entity: Changde Municipal Human Resources and Social Security Bureau
Context triple: [Changde Municipal People's Government, hasBranch, Changde Municipal Human Resources and Social Security Bureau]

A. Changde Municipal People's Government
Changde Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Changde, a prefecture-level city in Hunan Province, China.
B. Hunan Provincial Department of Human Resources and Social Security
The Hunan Provincial Department of Human Resources and Social Security is a provincial government agency in Hunan, China responsible for managing employment, labor relations, social insurance, and related public services.
C. Hubei Provincial Department of Human Resources and Social Security
The Hubei Provincial Department of Human Resources and Social Security is a provincial government agency in Hubei, China, responsible for managing employment, labor relations, social insurance, and related public services.
D. Hunan Provincial Department of Civil Affairs
The Hunan Provincial Department of Civil Affairs is a government agency responsible for overseeing social welfare, community services, and civil administration within China’s Hunan Province.
E. Yichun Municipal People's Government
Yichun Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Yichun, 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: Changde Municipal Human Resources and Social Security Bureau
Triple: [Changde Municipal People's Government, hasBranch, Changde Municipal Human Resources and Social Security Bureau]

Generated description

The Changde Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Changde City.

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

Target entity: Changde Municipal Human Resources and Social Security Bureau
Target entity description: The Changde Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Changde City.

A. Changde Municipal People's Government
Changde Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Changde, a prefecture-level city in Hunan Province, China.
B. Hunan Provincial Department of Human Resources and Social Security
The Hunan Provincial Department of Human Resources and Social Security is a provincial government agency in Hunan, China responsible for managing employment, labor relations, social insurance, and related public services.
C. Hubei Provincial Department of Human Resources and Social Security
The Hubei Provincial Department of Human Resources and Social Security is a provincial government agency in Hubei, China, responsible for managing employment, labor relations, social insurance, and related public services.
D. Hunan Provincial Department of Civil Affairs
The Hunan Provincial Department of Civil Affairs is a government agency responsible for overseeing social welfare, community services, and civil administration within China’s Hunan Province.
E. Yichun Municipal People's Government
Yichun Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Yichun, 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_69d85ccbbcd48190acb56e7cf104d8ad`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69ded6fbd138819092254ea37388026c`	completed	April 15, 2026, 12:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe8beca6d88190a0c1adb18c9f2ac4`	completed	May 9, 2026, 1:20 a.m.
NEDg	Description generation	`batch_69fe8f94018881908d8185d692f9728a`	completed	May 9, 2026, 1:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69fe8fff27e881908163a1339019e192`	completed	May 9, 2026, 1:38 a.m.

Created at: April 10, 2026, 2:51 a.m.