Triple

T23346332

Position	Surface form	Disambiguated ID	Type / Status
Subject	Deputy Leader of the House (Singapore)	`E591874`	entity
Predicate	assists	`P14962`	FINISHED
Object	Leader of the House (Singapore) The Leader of the House (Singapore) is the government-appointed Member of Parliament responsible for managing and scheduling the government’s legislative business in the Parliament of Singapore.	`E1581979`	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: Leader of the House (Singapore) | Statement: [Deputy Leader of the House (Singapore), assists, Leader of the House (Singapore)]

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

Target entity: Leader of the House (Singapore)
Context triple: [Deputy Leader of the House (Singapore), assists, Leader of the House (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. Speaker of the Parliament of Singapore
The Speaker of the Parliament of Singapore is the presiding officer of the country’s unicameral legislature, responsible for maintaining order during debates and representing Parliament in its official functions.
C. Ministers of State of Singapore
Ministers of State of Singapore are junior political officeholders who assist Cabinet ministers in overseeing specific government ministries and policy areas.
D. 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.
E. 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.
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: Leader of the House (Singapore)
Triple: [Deputy Leader of the House (Singapore), assists, Leader of the House (Singapore)]

Generated description

The Leader of the House (Singapore) is the government-appointed Member of Parliament responsible for managing and scheduling the government’s legislative business in the Parliament of Singapore.

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

Target entity: Leader of the House (Singapore)
Target entity description: The Leader of the House (Singapore) is the government-appointed Member of Parliament responsible for managing and scheduling the government’s legislative business in the Parliament of 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. Speaker of the Parliament of Singapore
The Speaker of the Parliament of Singapore is the presiding officer of the country’s unicameral legislature, responsible for maintaining order during debates and representing Parliament in its official functions.
C. Ministers of State of Singapore
Ministers of State of Singapore are junior political officeholders who assist Cabinet ministers in overseeing specific government ministries and policy areas.
D. 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.
E. 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.
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_69e25d20e3d08190bcede87673cafb25`	completed	April 17, 2026, 4:17 p.m.
NER	Named-entity recognition	`batch_69f19837874481908f1a530261a34819`	completed	April 29, 2026, 5:33 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c4cba927481908194b998075d522d`	completed	May 19, 2026, 11:42 a.m.
NEDg	Description generation	`batch_6a0c52f9ecc48190a8d5ae67566ea6ed`	completed	May 19, 2026, 12:09 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0c536bb21481908524a8ffe3084ebb`	completed	May 19, 2026, 12:11 p.m.

Created at: April 17, 2026, 5:19 p.m.