Triple

T23346352

Position	Surface form	Disambiguated ID	Type / Status
Subject	Deputy Leader of the House (Singapore)	`E591874`	entity
Predicate	officeHoldersMustBe	`P2718`	FINISHED
Object	Member of Parliament (Singapore) A Member of Parliament (Singapore) is an elected representative in Singapore’s Parliament responsible for lawmaking, debating national issues, and serving the interests of constituents.	`E1581980`	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: Member of Parliament (Singapore) | Statement: [Deputy Leader of the House (Singapore), officeHoldersMustBe, Member of Parliament (Singapore)]

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

Target entity: Member of Parliament (Singapore)
Context triple: [Deputy Leader of the House (Singapore), officeHoldersMustBe, Member of Parliament (Singapore)]

A. Nominated Member of Parliament of Singapore
A Nominated Member of Parliament of Singapore is an appointed, non-partisan legislator selected to provide diverse, independent perspectives in the country’s Parliament without representing any specific electoral constituency.
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. 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.
D. Member of Parliament of Sri Lanka
Colvin R. de Silva was a prominent Sri Lankan Marxist politician, constitutional lawyer, and key leader of the Lanka Sama Samaja Party who played a major role in the country’s leftist and independence-era politics.
E. Parliamentary Secretaries (Singapore)
Parliamentary Secretaries (Singapore) are junior political office-holders who assist ministers in their duties within Singapore’s government ministries.
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: Member of Parliament (Singapore)
Triple: [Deputy Leader of the House (Singapore), officeHoldersMustBe, Member of Parliament (Singapore)]

Generated description

A Member of Parliament (Singapore) is an elected representative in Singapore’s Parliament responsible for lawmaking, debating national issues, and serving the interests of constituents.

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

Target entity: Member of Parliament (Singapore)
Target entity description: A Member of Parliament (Singapore) is an elected representative in Singapore’s Parliament responsible for lawmaking, debating national issues, and serving the interests of constituents.

A. Nominated Member of Parliament of Singapore
A Nominated Member of Parliament of Singapore is an appointed, non-partisan legislator selected to provide diverse, independent perspectives in the country’s Parliament without representing any specific electoral constituency.
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. 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.
D. Member of Parliament of Sri Lanka
Colvin R. de Silva was a prominent Sri Lankan Marxist politician, constitutional lawyer, and key leader of the Lanka Sama Samaja Party who played a major role in the country’s leftist and independence-era politics.
E. Parliamentary Secretaries (Singapore)
Parliamentary Secretaries (Singapore) are junior political office-holders who assist ministers in their duties within Singapore’s government ministries.
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.