Triple

T10922919

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Mauritius	`E257990`	entity
Predicate	includesOffice	`P1268`	FINISHED
Object	Ministry of Public Service, Administrative and Institutional Reforms The Ministry of Public Service, Administrative and Institutional Reforms is a Mauritian government ministry responsible for managing the civil service and driving administrative and institutional reform across the public sector.	`E894005`	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 Public Service, Administrative and Institutional Reforms | Statement: [Government of Mauritius, includesOffice, Ministry of Public Service, Administrative and Institutional Reforms]

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

Target entity: Ministry of Public Service, Administrative and Institutional Reforms
Context triple: [Government of Mauritius, includesOffice, Ministry of Public Service, Administrative and Institutional Reforms]

A. Ministry of Personnel
The Ministry of Personnel was an imperial Chinese government department responsible for managing civil appointments, promotions, evaluations, and dismissals of officials within the bureaucracy.
B. National Directorate General for Public Administration
The National Directorate General for Public Administration is a central Hungarian government agency responsible for managing and coordinating the country’s public administration system.
C. Ministry of Public Administration (Bangladesh)
The Ministry of Public Administration (Bangladesh) is the central government body responsible for managing the country’s civil service, including personnel administration, cadre management, and public sector reforms.
D. Ministry of Personnel, Public Grievances and Pensions
The Ministry of Personnel, Public Grievances and Pensions is the central Indian government ministry responsible for personnel management, administrative reforms, public grievance redressal, and pension policy for civil servants.
E. Secretariat of Public Function
The Secretariat of Public Function is Mexico’s federal government ministry responsible for overseeing public administration, auditing, transparency, and anti-corruption efforts within the executive branch.
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 Public Service, Administrative and Institutional Reforms
Triple: [Government of Mauritius, includesOffice, Ministry of Public Service, Administrative and Institutional Reforms]

Generated description

The Ministry of Public Service, Administrative and Institutional Reforms is a Mauritian government ministry responsible for managing the civil service and driving administrative and institutional reform across the public sector.

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

Target entity: Ministry of Public Service, Administrative and Institutional Reforms
Target entity description: The Ministry of Public Service, Administrative and Institutional Reforms is a Mauritian government ministry responsible for managing the civil service and driving administrative and institutional reform across the public sector.

A. Ministry of Personnel
The Ministry of Personnel was an imperial Chinese government department responsible for managing civil appointments, promotions, evaluations, and dismissals of officials within the bureaucracy.
B. National Directorate General for Public Administration
The National Directorate General for Public Administration is a central Hungarian government agency responsible for managing and coordinating the country’s public administration system.
C. Ministry of Public Administration (Bangladesh)
The Ministry of Public Administration (Bangladesh) is the central government body responsible for managing the country’s civil service, including personnel administration, cadre management, and public sector reforms.
D. Ministry of Personnel, Public Grievances and Pensions
The Ministry of Personnel, Public Grievances and Pensions is the central Indian government ministry responsible for personnel management, administrative reforms, public grievance redressal, and pension policy for civil servants.
E. Secretariat of Public Function
The Secretariat of Public Function is Mexico’s federal government ministry responsible for overseeing public administration, auditing, transparency, and anti-corruption efforts within the executive branch.
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.