Triple

T10752839

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Singapore	`E253613`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Ministry of Sustainability and the Environment (Singapore) The Ministry of Sustainability and the Environment (Singapore) is the national ministry responsible for environmental protection, climate and sustainability policy, and the management of water and food resources in Singapore.	`E882793`	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 Sustainability and the Environment (Singapore) | Statement: [Government of Singapore, hasAgency, Ministry of Sustainability and the Environment (Singapore)]

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

Target entity: Ministry of Sustainability and the Environment (Singapore)
Context triple: [Government of Singapore, hasAgency, Ministry of Sustainability and the Environment (Singapore)]

A. Environmental Management Bureau
The Environmental Management Bureau is a Philippine government agency responsible for formulating and enforcing policies, standards, and programs for environmental protection, pollution control, and sustainable management of natural resources.
B. Environment and Ecology Bureau
The Environment and Ecology Bureau is a policy bureau of the Hong Kong SAR government responsible for environmental protection, conservation, climate policy, and related ecological and sustainability matters.
C. National Parks Board of Singapore
The National Parks Board of Singapore is a government agency responsible for managing and enhancing the country’s parks, nature reserves, and urban greenery.
D. Secretariat of the Environment and Natural Resources
The Secretariat of the Environment and Natural Resources is Mexico’s federal government ministry responsible for environmental protection, natural resource management, and sustainable development policies.
E. 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.
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 Sustainability and the Environment (Singapore)
Triple: [Government of Singapore, hasAgency, Ministry of Sustainability and the Environment (Singapore)]

Generated description

The Ministry of Sustainability and the Environment (Singapore) is the national ministry responsible for environmental protection, climate and sustainability policy, and the management of water and food resources in Singapore.

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

Target entity: Ministry of Sustainability and the Environment (Singapore)
Target entity description: The Ministry of Sustainability and the Environment (Singapore) is the national ministry responsible for environmental protection, climate and sustainability policy, and the management of water and food resources in Singapore.

A. Environmental Management Bureau
The Environmental Management Bureau is a Philippine government agency responsible for formulating and enforcing policies, standards, and programs for environmental protection, pollution control, and sustainable management of natural resources.
B. Environment and Ecology Bureau
The Environment and Ecology Bureau is a policy bureau of the Hong Kong SAR government responsible for environmental protection, conservation, climate policy, and related ecological and sustainability matters.
C. National Parks Board of Singapore
The National Parks Board of Singapore is a government agency responsible for managing and enhancing the country’s parks, nature reserves, and urban greenery.
D. Secretariat of the Environment and Natural Resources
The Secretariat of the Environment and Natural Resources is Mexico’s federal government ministry responsible for environmental protection, natural resource management, and sustainable development policies.
E. 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.
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.