Triple

T14115514

Position	Surface form	Disambiguated ID	Type / Status
Subject	Julia Gillard	`E339764`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Leader of the Australian Labor Party The Leader of the Australian Labor Party is the head of Australia's major centre-left political party and typically serves as the party’s candidate for Prime Minister when it is in government.	`E1079743`	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 Australian Labor Party | Statement: [Julia Gillard, positionHeld, Leader of the Australian Labor Party]

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

Target entity: Leader of the Australian Labor Party
Context triple: [Julia Gillard, positionHeld, Leader of the Australian Labor Party]

A. Leader of the Liberal Party of Australia
The Leader of the Liberal Party of Australia is the head of Australia’s major centre-right political party and typically serves as the party’s chief strategist, spokesperson, and candidate for prime minister when in government.
B. Leader of the New South Wales Labor Party
The Leader of the New South Wales Labor Party is the head of the state branch of Australia's center-left Labor Party, responsible for leading its parliamentary team and shaping its political strategy and policies in New South Wales.
C. Leader of the Opposition (Australia)
The Leader of the Opposition (Australia) is the head of the largest political party not in government at the federal level, serving as the principal opponent and alternative prime minister to the sitting government.
D. Leader of the Labour Party (UK)
The Leader of the Labour Party (UK) is the head of the British Labour Party, responsible for its political direction, leadership in Parliament, and often serving as the party’s candidate for Prime Minister.
E. Australian Labor Party
The Australian Labor Party is a major centre-left political party in Australia that traditionally represents workers and trade unions and frequently forms government at both federal and state levels.
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 Australian Labor Party
Triple: [Julia Gillard, positionHeld, Leader of the Australian Labor Party]

Generated description

The Leader of the Australian Labor Party is the head of Australia's major centre-left political party and typically serves as the party’s candidate for Prime Minister when it is in government.

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

Target entity: Leader of the Australian Labor Party
Target entity description: The Leader of the Australian Labor Party is the head of Australia's major centre-left political party and typically serves as the party’s candidate for Prime Minister when it is in government.

A. Leader of the Liberal Party of Australia
The Leader of the Liberal Party of Australia is the head of Australia’s major centre-right political party and typically serves as the party’s chief strategist, spokesperson, and candidate for prime minister when in government.
B. Leader of the New South Wales Labor Party
The Leader of the New South Wales Labor Party is the head of the state branch of Australia's center-left Labor Party, responsible for leading its parliamentary team and shaping its political strategy and policies in New South Wales.
C. Leader of the Opposition (Australia)
The Leader of the Opposition (Australia) is the head of the largest political party not in government at the federal level, serving as the principal opponent and alternative prime minister to the sitting government.
D. Leader of the Labour Party (UK)
The Leader of the Labour Party (UK) is the head of the British Labour Party, responsible for its political direction, leadership in Parliament, and often serving as the party’s candidate for Prime Minister.
E. Australian Labor Party
The Australian Labor Party is a major centre-left political party in Australia that traditionally represents workers and trade unions and frequently forms government at both federal and state levels.
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_69d81c6a95b481909e39111e0c1f31ee`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de6010a03c81909f5f160f8d1fa8fa`	completed	April 14, 2026, 3:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fcd0baa328819099511dfa7b9666d3`	completed	May 7, 2026, 5:49 p.m.
NEDg	Description generation	`batch_69fcd3a8b8e08190b230ab8a2215145e`	completed	May 7, 2026, 6:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69fcd48acddc819087d626c4764bf148`	completed	May 7, 2026, 6:06 p.m.

Created at: April 9, 2026, 10:22 p.m.