Triple

T10752837

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Singapore	`E253613`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Ministry of Communications and Information (Singapore) The Ministry of Communications and Information (Singapore) is a government ministry responsible for national policies and services related to information and communications technology, media, public communications, and the national library and archives.	`E882791`	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 Communications and Information (Singapore) | Statement: [Government of Singapore, hasAgency, Ministry of Communications and Information (Singapore)]

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

Target entity: Ministry of Communications and Information (Singapore)
Context triple: [Government of Singapore, hasAgency, Ministry of Communications and Information (Singapore)]

A. Government of Singapore
The Government of Singapore is the sovereign authority of the Republic of Singapore, responsible for national governance, public policy, and the administration of the city-state’s economic and social development.
B. Ministry of Social and Family Development of Singapore
The Ministry of Social and Family Development of Singapore is a government ministry responsible for social services, family support, and policies that strengthen families and protect vulnerable groups in the country.
C. Public Works Department of Singapore
The Public Works Department of Singapore was a former government agency responsible for designing, constructing, and maintaining key public buildings and infrastructure across the country.
D. Ministry of Communication and Informatics of Indonesia
The Ministry of Communication and Informatics of Indonesia is a government ministry responsible for national policies and regulation in telecommunications, information technology, digital infrastructure, and public information management.
E. President’s Office of Singapore
The President’s Office of Singapore is the governmental body that supports and administers the duties, functions, and official activities of the President of Singapore.
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 Communications and Information (Singapore)
Triple: [Government of Singapore, hasAgency, Ministry of Communications and Information (Singapore)]

Generated description

The Ministry of Communications and Information (Singapore) is a government ministry responsible for national policies and services related to information and communications technology, media, public communications, and the national library and archives.

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

Target entity: Ministry of Communications and Information (Singapore)
Target entity description: The Ministry of Communications and Information (Singapore) is a government ministry responsible for national policies and services related to information and communications technology, media, public communications, and the national library and archives.

A. Government of Singapore
The Government of Singapore is the sovereign authority of the Republic of Singapore, responsible for national governance, public policy, and the administration of the city-state’s economic and social development.
B. Ministry of Social and Family Development of Singapore
The Ministry of Social and Family Development of Singapore is a government ministry responsible for social services, family support, and policies that strengthen families and protect vulnerable groups in the country.
C. Public Works Department of Singapore
The Public Works Department of Singapore was a former government agency responsible for designing, constructing, and maintaining key public buildings and infrastructure across the country.
D. Ministry of Communication and Informatics of Indonesia
The Ministry of Communication and Informatics of Indonesia is a government ministry responsible for national policies and regulation in telecommunications, information technology, digital infrastructure, and public information management.
E. President’s Office of Singapore
The President’s Office of Singapore is the governmental body that supports and administers the duties, functions, and official activities of the President of Singapore.
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_69d6aa5e51e8819095f06881cecf152e`	completed	April 8, 2026, 7:19 p.m.
NER	Named-entity recognition	`batch_69d71dc184d0819085f8bc4edb034377`	completed	April 9, 2026, 3:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69dbdb897f7c81909002f2478613eff8`	completed	April 12, 2026, 5:51 p.m.
NEDg	Description generation	`batch_69dd4367104c8190b83a7877be011b11`	completed	April 13, 2026, 7:26 p.m.
NED2	Entity disambiguation (via description)	`batch_69de01eae1bc819092dcd48328eea943`	completed	April 14, 2026, 8:59 a.m.

Created at: April 8, 2026, 9:15 p.m.