Triple

T10922918

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Mauritius	`E257990`	entity
Predicate	includesOffice	`P1268`	FINISHED
Object	Ministry of Labour, Human Resource Development and Training The Ministry of Labour, Human Resource Development and Training is a Mauritian government ministry responsible for labor policy, employment relations, and the development and training of the national workforce.	`E894004`	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 Labour, Human Resource Development and Training | Statement: [Government of Mauritius, includesOffice, Ministry of Labour, Human Resource Development and Training]

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

Target entity: Ministry of Labour, Human Resource Development and Training
Context triple: [Government of Mauritius, includesOffice, Ministry of Labour, Human Resource Development and Training]

A. Ministry of Labor
The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
B. 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.
C. Ministry of Labour and Social Welfare
The Ministry of Labour and Social Welfare was a governmental body in postwar Poland responsible for employment policy, labor relations, and social assistance programs.
D. Ministry of Federal Education and Professional Training
The Ministry of Federal Education and Professional Training is Pakistan’s federal government body responsible for national education policy, higher education oversight, and the promotion of professional and technical training across the country.
E. 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.
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 Labour, Human Resource Development and Training
Triple: [Government of Mauritius, includesOffice, Ministry of Labour, Human Resource Development and Training]

Generated description

The Ministry of Labour, Human Resource Development and Training is a Mauritian government ministry responsible for labor policy, employment relations, and the development and training of the national workforce.

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

Target entity: Ministry of Labour, Human Resource Development and Training
Target entity description: The Ministry of Labour, Human Resource Development and Training is a Mauritian government ministry responsible for labor policy, employment relations, and the development and training of the national workforce.

A. Ministry of Labor
The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
B. 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.
C. Ministry of Labour and Social Welfare
The Ministry of Labour and Social Welfare was a governmental body in postwar Poland responsible for employment policy, labor relations, and social assistance programs.
D. Ministry of Federal Education and Professional Training
The Ministry of Federal Education and Professional Training is Pakistan’s federal government body responsible for national education policy, higher education oversight, and the promotion of professional and technical training across the country.
E. 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.
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_69d6aa864ed88190818280ab6791d065`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d7708e3fd881908da10f24a856364c`	completed	April 9, 2026, 9:25 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e2172894d88190b7b27f78e9fd1521`	completed	April 17, 2026, 11:19 a.m.
NEDg	Description generation	`batch_69e21d8a2e6881909b33cbe4ab919315`	completed	April 17, 2026, 11:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69e21eaa1e9881909f3b276e0ff0c511`	completed	April 17, 2026, 11:51 a.m.

Created at: April 8, 2026, 9:22 p.m.