Triple

T10350101

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lee Hsien Loong	`E243858`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Secretary-General of the People's Action Party The Secretary-General of the People's Action Party is the top leadership position in Singapore's ruling political party, typically held by the country's prime minister.	`E857818`	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: Secretary-General of the People's Action Party | Statement: [Lee Hsien Loong, positionHeld, Secretary-General of the People's Action Party]

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

Target entity: Secretary-General of the People's Action Party
Context triple: [Lee Hsien Loong, positionHeld, Secretary-General of the People's Action Party]

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 People's Majlis
The Speaker of the People's Majlis is the presiding officer and principal parliamentary leader of the Maldives' unicameral legislature.
C. Prime Minister of Malaysia
The Prime Minister of Malaysia is the head of government who leads the executive branch, sets national policy, and oversees the administration of the country.
D. Secretary-General of the Malayan Communist Party
The Secretary-General of the Malayan Communist Party was the top leader of the communist insurgent movement in Malaya, directing its political strategy and armed struggle against British colonial rule and the post-independence government.
E. President of Singapore
The President of Singapore is the country’s largely ceremonial head of state, elected to safeguard the nation’s reserves and integrity of its public service while representing Singapore at home and abroad.
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: Secretary-General of the People's Action Party
Triple: [Lee Hsien Loong, positionHeld, Secretary-General of the People's Action Party]

Generated description

The Secretary-General of the People's Action Party is the top leadership position in Singapore's ruling political party, typically held by the country's prime minister.

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

Target entity: Secretary-General of the People's Action Party
Target entity description: The Secretary-General of the People's Action Party is the top leadership position in Singapore's ruling political party, typically held by the country's prime minister.

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 People's Majlis
The Speaker of the People's Majlis is the presiding officer and principal parliamentary leader of the Maldives' unicameral legislature.
C. Prime Minister of Malaysia
The Prime Minister of Malaysia is the head of government who leads the executive branch, sets national policy, and oversees the administration of the country.
D. Secretary-General of the Malayan Communist Party
The Secretary-General of the Malayan Communist Party was the top leader of the communist insurgent movement in Malaya, directing its political strategy and armed struggle against British colonial rule and the post-independence government.
E. President of Singapore
The President of Singapore is the country’s largely ceremonial head of state, elected to safeguard the nation’s reserves and integrity of its public service while representing Singapore at home and abroad.
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_69d381b22b8c8190aaed476be5f872a9`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d4e94796d881909e0b908de63a1aa3`	completed	April 7, 2026, 11:23 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d75095625c819082d4d0976a193e6c`	completed	April 9, 2026, 7:09 a.m.
NEDg	Description generation	`batch_69d7618da0188190901026dd51ceaa46`	completed	April 9, 2026, 8:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69d77045ea988190bd8e31f5f636f69b`	completed	April 9, 2026, 9:24 a.m.

Created at: April 6, 2026, 11:57 a.m.