Triple

T10752836

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Singapore	`E253613`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Ministry of National Development (Singapore) The Ministry of National Development (Singapore) is a key government ministry responsible for national land use planning, public housing, urban development, and related infrastructure policies in Singapore.	`E882790`	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 National Development (Singapore) | Statement: [Government of Singapore, hasAgency, Ministry of National Development (Singapore)]

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

Target entity: Ministry of National Development (Singapore)
Context triple: [Government of Singapore, hasAgency, Ministry of National Development (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. Housing and Development Board of Singapore
The Housing and Development Board of Singapore is the government agency responsible for planning, developing, and managing the nation’s public housing estates.
D. 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.
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 National Development (Singapore)
Triple: [Government of Singapore, hasAgency, Ministry of National Development (Singapore)]

Generated description

The Ministry of National Development (Singapore) is a key government ministry responsible for national land use planning, public housing, urban development, and related infrastructure policies in Singapore.

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

Target entity: Ministry of National Development (Singapore)
Target entity description: The Ministry of National Development (Singapore) is a key government ministry responsible for national land use planning, public housing, urban development, and related infrastructure policies in 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. Housing and Development Board of Singapore
The Housing and Development Board of Singapore is the government agency responsible for planning, developing, and managing the nation’s public housing estates.
D. 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.
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.