Triple

T6434151

Position	Surface form	Disambiguated ID	Type / Status
Subject	Opposition Whip	`E129850`	entity
Predicate	hasOppositeNumber	`P6587`	FINISHED
Object	Government Whip in Singapore The Government Whip in Singapore is the ruling party’s chief vote-counter and discipline enforcer in Parliament, responsible for ensuring members attend and vote according to the party’s position.	`E593372`	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: Government Whip in Singapore | Statement: [Opposition Whip, hasOppositeNumber, Government Whip in Singapore]

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

Target entity: Government Whip in Singapore
Context triple: [Opposition Whip, hasOppositeNumber, Government Whip in Singapore]

A. Deputy Leader of the House (Singapore)
The Deputy Leader of the House (Singapore) is a parliamentary officeholder who assists the Leader of the House in managing government business and legislative proceedings in the Singapore Parliament.
B. 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.
C. 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.
D. Parliament Secretariat of Singapore
The Parliament Secretariat of Singapore is the administrative body that supports the functioning of the Parliament by providing procedural, logistical, and operational services to Members of Parliament and parliamentary committees.
E. 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.
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: Government Whip in Singapore
Triple: [Opposition Whip, hasOppositeNumber, Government Whip in Singapore]

Generated description

The Government Whip in Singapore is the ruling party’s chief vote-counter and discipline enforcer in Parliament, responsible for ensuring members attend and vote according to the party’s position.

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

Target entity: Government Whip in Singapore
Target entity description: The Government Whip in Singapore is the ruling party’s chief vote-counter and discipline enforcer in Parliament, responsible for ensuring members attend and vote according to the party’s position.

A. Deputy Leader of the House (Singapore)
The Deputy Leader of the House (Singapore) is a parliamentary officeholder who assists the Leader of the House in managing government business and legislative proceedings in the Singapore Parliament.
B. 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.
C. 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.
D. Parliament Secretariat of Singapore
The Parliament Secretariat of Singapore is the administrative body that supports the functioning of the Parliament by providing procedural, logistical, and operational services to Members of Parliament and parliamentary committees.
E. 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.
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_69c0084caac48190a7bc2ad8ba44536f`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0693f73ec8190883470b57f8141aa`	completed	March 22, 2026, 10:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c64bbf31bc8190981362639a0e1ce5`	completed	March 27, 2026, 9:19 a.m.
NEDg	Description generation	`batch_69c64c467d4881909a2bb21e64ed8962`	completed	March 27, 2026, 9:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69c64cb64a78819086a84cf36bb06a1b`	completed	March 27, 2026, 9:24 a.m.

Created at: March 22, 2026, 4:45 p.m.