Triple

T10752831

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Singapore	`E253613`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Ministry of Home Affairs (Singapore) The Ministry of Home Affairs (Singapore) is the government ministry responsible for internal security, law and order, immigration, civil defence, and related public safety matters in Singapore.	`E882785`	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 Home Affairs (Singapore) | Statement: [Government of Singapore, hasAgency, Ministry of Home Affairs (Singapore)]

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

Target entity: Ministry of Home Affairs (Singapore)
Context triple: [Government of Singapore, hasAgency, Ministry of Home Affairs (Singapore)]

A. Ministry of Home Affairs (Malaysia)
The Ministry of Home Affairs (Malaysia) is a key federal government ministry responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
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. 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.
D. Ministry of Home Affairs of Myanmar
The Ministry of Home Affairs of Myanmar is a key government ministry, largely controlled by the military, responsible for internal security, policing, and domestic administration across the country.
E. Ministry of Home Affairs, India
The Ministry of Home Affairs, India is the central government ministry responsible for internal security, domestic policy, law and order, and the administration of key national honors and internal affairs 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 Home Affairs (Singapore)
Triple: [Government of Singapore, hasAgency, Ministry of Home Affairs (Singapore)]

Generated description

The Ministry of Home Affairs (Singapore) is the government ministry responsible for internal security, law and order, immigration, civil defence, and related public safety matters in Singapore.

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

Target entity: Ministry of Home Affairs (Singapore)
Target entity description: The Ministry of Home Affairs (Singapore) is the government ministry responsible for internal security, law and order, immigration, civil defence, and related public safety matters in Singapore.

A. Ministry of Home Affairs (Malaysia)
The Ministry of Home Affairs (Malaysia) is a key federal government ministry responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
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. 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.
D. Ministry of Home Affairs of Myanmar
The Ministry of Home Affairs of Myanmar is a key government ministry, largely controlled by the military, responsible for internal security, policing, and domestic administration across the country.
E. Ministry of Home Affairs, India
The Ministry of Home Affairs, India is the central government ministry responsible for internal security, domestic policy, law and order, and the administration of key national honors and internal affairs 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_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.