Triple

T7967494

Position	Surface form	Disambiguated ID	Type / Status
Subject	People’s Government of Guangdong Province	`E185241`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Guangdong Provincial Department of Human Resources and Social Security The Guangdong Provincial Department of Human Resources and Social Security is a provincial government agency responsible for labor management, employment services, social insurance, and related social security policies in Guangdong, China.	`E703512`	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: Guangdong Provincial Department of Human Resources and Social Security | Statement: [People’s Government of Guangdong Province, hasPart, Guangdong Provincial Department of Human Resources and Social Security]

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

Target entity: Guangdong Provincial Department of Human Resources and Social Security
Context triple: [People’s Government of Guangdong Province, hasPart, Guangdong Provincial Department of Human Resources and Social Security]

A. Guangzhou Municipal Human Resources and Social Security Bureau
The Guangzhou 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 Guangzhou.
B. People’s Government of Guangdong Province
The People’s Government of Guangdong Province is the provincial-level administrative authority responsible for governing Guangdong, one of China’s most populous and economically significant provinces.
C. 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.
D. 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.
E. Guangzhou Municipal People’s Government
The Guangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Guangzhou, 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: Guangdong Provincial Department of Human Resources and Social Security
Triple: [People’s Government of Guangdong Province, hasPart, Guangdong Provincial Department of Human Resources and Social Security]

Generated description

The Guangdong Provincial Department of Human Resources and Social Security is a provincial government agency responsible for labor management, employment services, social insurance, and related social security policies in Guangdong, China.

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

Target entity: Guangdong Provincial Department of Human Resources and Social Security
Target entity description: The Guangdong Provincial Department of Human Resources and Social Security is a provincial government agency responsible for labor management, employment services, social insurance, and related social security policies in Guangdong, China.

A. Guangzhou Municipal Human Resources and Social Security Bureau
The Guangzhou 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 Guangzhou.
B. People’s Government of Guangdong Province
The People’s Government of Guangdong Province is the provincial-level administrative authority responsible for governing Guangdong, one of China’s most populous and economically significant provinces.
C. 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.
D. 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.
E. Guangzhou Municipal People’s Government
The Guangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Guangzhou, 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_69ca8297699481909b75a405f01e03af`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3ba3f53c8190a0e9b3de2f1b9645`	completed	March 31, 2026, 3:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cbe0a334e08190ae67a9ca7b51a128`	completed	March 31, 2026, 2:56 p.m.
NEDg	Description generation	`batch_69cbe43b20148190ba9a4dd00a9f5862`	completed	March 31, 2026, 3:11 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc3307ebd481908c1ec4b0be270a77`	completed	March 31, 2026, 8:48 p.m.

Created at: March 30, 2026, 5:13 p.m.