Triple

T22049722

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministers of State (Singapore)	`E544851`	entity
Predicate	worksIn	`P1527`	FINISHED
Object	Singapore government ministries Singapore government ministries are the core executive departments responsible for formulating and implementing national policies and administering public services in Singapore.	`E1515669`	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: Singapore government ministries | Statement: [Ministers of State (Singapore), worksIn, Singapore government ministries]

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

Target entity: Singapore government ministries
Context triple: [Ministers of State (Singapore), worksIn, Singapore government ministries]

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. Cabinet of Singapore
The Cabinet of Singapore is the executive decision-making body of the Singapore government, composed of the Prime Minister and appointed ministers who oversee national policy and administration.
C. 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.
D. 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.
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: Singapore government ministries
Triple: [Ministers of State (Singapore), worksIn, Singapore government ministries]

Generated description

Singapore government ministries are the core executive departments responsible for formulating and implementing national policies and administering public services in Singapore.

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

Target entity: Singapore government ministries
Target entity description: Singapore government ministries are the core executive departments responsible for formulating and implementing national policies and administering public services 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. Cabinet of Singapore
The Cabinet of Singapore is the executive decision-making body of the Singapore government, composed of the Prime Minister and appointed ministers who oversee national policy and administration.
C. 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.
D. 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.
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_69e11e32445c8190ab97089b48a130bb`	completed	April 16, 2026, 5:36 p.m.
NER	Named-entity recognition	`batch_69f128323fb08190b9592fd08a96cba0`	completed	April 28, 2026, 9:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a7b79594c8190b66439167d7a3cbd`	completed	May 18, 2026, 2:37 a.m.
NEDg	Description generation	`batch_6a0a7cb2b0c88190930290efe1d8371a`	completed	May 18, 2026, 2:42 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0a7e131ae48190a564a86d3d691e1a`	completed	May 18, 2026, 2:48 a.m.

Created at: April 16, 2026, 8:26 p.m.