Triple

T10752834

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Singapore	`E253613`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Ministry of Trade and Industry (Singapore) The Ministry of Trade and Industry (Singapore) is the government ministry responsible for driving the country’s economic growth, international trade relations, and industrial development.	`E882788`	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 Trade and Industry (Singapore) | Statement: [Government of Singapore, hasAgency, Ministry of Trade and Industry (Singapore)]

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

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

A. Department of Trade and Industry
The Department of Trade and Industry was a former UK government department responsible for business, trade, energy, and industrial policy before its functions were redistributed to newer departments.
B. Ministry of International Trade and Industry (Japan)
The Ministry of International Trade and Industry (MITI) was a powerful Japanese government agency that played a central role in directing Japan’s postwar economic development, industrial policy, and export-led growth.
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 Commerce and Industry (Japan)
The Ministry of Commerce and Industry (Japan) was a pre- and early postwar Japanese government ministry responsible for overseeing industrial policy, trade, and economic development before its functions were largely succeeded by the Ministry of International Trade and Industry (MITI).
E. Ministry of SOEs
The Ministry of SOEs is an Indonesian government ministry responsible for overseeing, managing, and reforming the country’s state-owned enterprises.
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 Trade and Industry (Singapore)
Triple: [Government of Singapore, hasAgency, Ministry of Trade and Industry (Singapore)]

Generated description

The Ministry of Trade and Industry (Singapore) is the government ministry responsible for driving the country’s economic growth, international trade relations, and industrial development.

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

Target entity: Ministry of Trade and Industry (Singapore)
Target entity description: The Ministry of Trade and Industry (Singapore) is the government ministry responsible for driving the country’s economic growth, international trade relations, and industrial development.

A. Department of Trade and Industry
The Department of Trade and Industry was a former UK government department responsible for business, trade, energy, and industrial policy before its functions were redistributed to newer departments.
B. Ministry of International Trade and Industry (Japan)
The Ministry of International Trade and Industry (MITI) was a powerful Japanese government agency that played a central role in directing Japan’s postwar economic development, industrial policy, and export-led growth.
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 Commerce and Industry (Japan)
The Ministry of Commerce and Industry (Japan) was a pre- and early postwar Japanese government ministry responsible for overseeing industrial policy, trade, and economic development before its functions were largely succeeded by the Ministry of International Trade and Industry (MITI).
E. Ministry of SOEs
The Ministry of SOEs is an Indonesian government ministry responsible for overseeing, managing, and reforming the country’s state-owned enterprises.
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.