Triple

T7384809

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hunan provincial government	`E170353`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	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.	`E660763`	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: Hunan Provincial Department of Human Resources and Social Security | Statement: [Hunan provincial government, hasBranch, Hunan Provincial Department of Human Resources and Social Security]

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

Target entity: Hunan Provincial Department of Human Resources and Social Security
Context triple: [Hunan provincial government, hasBranch, Hunan Provincial Department of Human Resources and Social Security]

A. 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.
B. Hunan provincial government
The Hunan provincial government is the chief administrative authority of China’s Hunan Province, responsible for regional governance, economic development, and implementation of national policies.
C. Hengyang Municipal People's Government
Hengyang Municipal People's Government is the principal local administrative authority responsible for governing the prefecture-level city of Hengyang in Hunan Province, China.
D. Hubei Provincial People's Government
The Hubei Provincial People's Government is the chief administrative authority of Hubei Province in China, responsible for implementing national laws and policies and overseeing regional economic and social development.
E. Hubei Provincial Department of Civil Affairs
The Hubei Provincial Department of Civil Affairs is the provincial government agency responsible for social welfare, community services, and civil administration in Hubei, 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: Hunan Provincial Department of Human Resources and Social Security
Triple: [Hunan provincial government, hasBranch, Hunan Provincial Department of Human Resources and Social Security]

Generated description

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.

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

Target entity: Hunan Provincial Department of Human Resources and Social Security
Target entity description: 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.

A. 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.
B. Hunan provincial government
The Hunan provincial government is the chief administrative authority of China’s Hunan Province, responsible for regional governance, economic development, and implementation of national policies.
C. Hengyang Municipal People's Government
Hengyang Municipal People's Government is the principal local administrative authority responsible for governing the prefecture-level city of Hengyang in Hunan Province, China.
D. Hubei Provincial People's Government
The Hubei Provincial People's Government is the chief administrative authority of Hubei Province in China, responsible for implementing national laws and policies and overseeing regional economic and social development.
E. Hubei Provincial Department of Civil Affairs
The Hubei Provincial Department of Civil Affairs is the provincial government agency responsible for social welfare, community services, and civil administration in Hubei, 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_69c68a5d0ed08190b6d361e68f813330`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f1efe1308190b96eefbff56140be`	completed	March 27, 2026, 9:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c802e23714819094a1b31c82a27fee`	completed	March 28, 2026, 4:33 p.m.
NEDg	Description generation	`batch_69c8038127408190947cb7002ccc0dec`	completed	March 28, 2026, 4:36 p.m.
NED2	Entity disambiguation (via description)	`batch_69c8040a40088190b37192429678fd3e`	completed	March 28, 2026, 4:38 p.m.

Created at: March 27, 2026, 3:08 p.m.