Triple

T11998369

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tharman Shanmugaratnam	`E285587`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Deputy Prime Minister of Singapore The Deputy Prime Minister of Singapore is a senior cabinet position typically held by the second-highest-ranking member of the government, who assists the Prime Minister in national leadership and may act in their stead.	`E958914`	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: Deputy Prime Minister of Singapore | Statement: [Tharman Shanmugaratnam, positionHeld, Deputy Prime Minister of Singapore]

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

Target entity: Deputy Prime Minister of Singapore
Context triple: [Tharman Shanmugaratnam, positionHeld, Deputy Prime Minister 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. Deputy Prime Minister of Malaysia
The Deputy Prime Minister of Malaysia is the second-highest political office in the country, serving as the principal assistant and designated successor to the Prime Minister.
C. 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.
D. Deputy Prime Minister
The Deputy Prime Minister is a senior UK government minister who supports and can stand in for the Prime Minister, often coordinating major policy and cross-departmental work.
E. Deputy Prime Minister
The Deputy Prime Minister of Malaysia is the second-highest executive office in the Malaysian government, typically acting as the principal assistant and potential successor to the Prime Minister.
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: Deputy Prime Minister of Singapore
Triple: [Tharman Shanmugaratnam, positionHeld, Deputy Prime Minister of Singapore]

Generated description

The Deputy Prime Minister of Singapore is a senior cabinet position typically held by the second-highest-ranking member of the government, who assists the Prime Minister in national leadership and may act in their stead.

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

Target entity: Deputy Prime Minister of Singapore
Target entity description: The Deputy Prime Minister of Singapore is a senior cabinet position typically held by the second-highest-ranking member of the government, who assists the Prime Minister in national leadership and may act in their stead.

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. Deputy Prime Minister of Malaysia
The Deputy Prime Minister of Malaysia is the second-highest political office in the country, serving as the principal assistant and designated successor to the Prime Minister.
C. 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.
D. Deputy Prime Minister
The Deputy Prime Minister is a senior UK government minister who supports and can stand in for the Prime Minister, often coordinating major policy and cross-departmental work.
E. Deputy Prime Minister
The Deputy Prime Minister of Malaysia is the second-highest executive office in the Malaysian government, typically acting as the principal assistant and potential successor to the Prime Minister.
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_69d6ab44a77c8190a652f4b27164e4ef`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d903c172788190b92042e9d10a48bf`	completed	April 10, 2026, 2:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f472917ed08190a872d9e5663d5ed5`	completed	May 1, 2026, 9:29 a.m.
NEDg	Description generation	`batch_69f47b7e4a40819085680c48eed5418a`	completed	May 1, 2026, 10:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69f47df40a8c8190bd7350ba27f57214`	completed	May 1, 2026, 10:18 a.m.

Created at: April 8, 2026, 9:46 p.m.