Triple

T6200487

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Education	`E138615`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Ministry of Labor The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.	`E575846`	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: Ministry of Labor | Statement: [Ministry of Education, collaboratesWith, Ministry of Labor]

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

Target entity: Ministry of Labor
Context triple: [Ministry of Education, collaboratesWith, Ministry of Labor]

A. Ministry of Labour and National Service
The Ministry of Labour and National Service was a British government department responsible for managing labor policy, manpower allocation, and national service, particularly during the Second World War.
B. Federal Ministry of Labour and Employment
The Federal Ministry of Labour and Employment is a Nigerian government ministry responsible for formulating and implementing labor policies, regulating employment standards, and promoting industrial harmony and job creation across the country.
C. Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
D. Ministry of Labour and Employment (India)
The Ministry of Labour and Employment (India) is the central government body responsible for formulating and implementing policies related to labor welfare, employment, industrial relations, and social security across the country.
E. People's Commissariat for Labour
The People's Commissariat for Labour was a Soviet government ministry responsible for overseeing labor policy, employment, and workers’ conditions in the early USSR.
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: Ministry of Labor
Triple: [Ministry of Education, collaboratesWith, Ministry of Labor]

Generated description

The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.

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

Target entity: Ministry of Labor
Target entity description: The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.

A. Ministry of Labour and National Service
The Ministry of Labour and National Service was a British government department responsible for managing labor policy, manpower allocation, and national service, particularly during the Second World War.
B. Federal Ministry of Labour and Employment
The Federal Ministry of Labour and Employment is a Nigerian government ministry responsible for formulating and implementing labor policies, regulating employment standards, and promoting industrial harmony and job creation across the country.
C. Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
D. Ministry of Labour and Employment (India)
The Ministry of Labour and Employment (India) is the central government body responsible for formulating and implementing policies related to labor welfare, employment, industrial relations, and social security across the country.
E. People's Commissariat for Labour
The People's Commissariat for Labour was a Soviet government ministry responsible for overseeing labor policy, employment, and workers’ conditions in the early USSR.
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_69c008acbea48190991c6b834bb45d65`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c062547cd48190a2715537b961262e`	completed	March 22, 2026, 9:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c16f366cfc81909cca73677268821a`	completed	March 23, 2026, 4:49 p.m.
NEDg	Description generation	`batch_69c1e375c5948190ad166089e866694a`	completed	March 24, 2026, 1:05 a.m.
NED2	Entity disambiguation (via description)	`batch_69c1e43fa8348190a2247996d88b5011`	completed	March 24, 2026, 1:09 a.m.

Created at: March 22, 2026, 4:20 p.m.