Triple

T10051229

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pauline Hanson	`E207751`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Senator for Queensland Senator for Queensland is a member of the Australian Senate who represents the state of Queensland in the federal Parliament.	`E837807`	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: Senator for Queensland | Statement: [Pauline Hanson, positionHeld, Senator for Queensland]

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

Target entity: Senator for Queensland
Context triple: [Pauline Hanson, positionHeld, Senator for Queensland]

A. Speaker of the Legislative Assembly of Queensland
The Speaker of the Legislative Assembly of Queensland is the presiding officer responsible for maintaining order, overseeing debates, and representing the Queensland Parliament in its official capacities.
B. Leader of the Opposition (Queensland)
The Leader of the Opposition (Queensland) is the head of the largest non-government party in Queensland’s parliamentary system, responsible for scrutinising the government and presenting an alternative policy agenda.
C. President of the Australian Senate
The President of the Australian Senate is the presiding officer and highest authority of Australia's upper house of Parliament, responsible for maintaining order, overseeing debates, and representing the Senate in its relations with the executive and other bodies.
D. Deputy President of the Australian Senate
The Deputy President of the Australian Senate is the senator who assists and stands in for the President in presiding over Senate proceedings and maintaining order in the chamber.
E. Leader of the Opposition (Victoria)
Leader of the Opposition (Victoria) is the parliamentary role held by the head of the largest non-governing party in the Parliament of Victoria, responsible for leading the opposition to the state government.
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: Senator for Queensland
Triple: [Pauline Hanson, positionHeld, Senator for Queensland]

Generated description

Senator for Queensland is a member of the Australian Senate who represents the state of Queensland in the federal Parliament.

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

Target entity: Senator for Queensland
Target entity description: Senator for Queensland is a member of the Australian Senate who represents the state of Queensland in the federal Parliament.

A. Speaker of the Legislative Assembly of Queensland
The Speaker of the Legislative Assembly of Queensland is the presiding officer responsible for maintaining order, overseeing debates, and representing the Queensland Parliament in its official capacities.
B. Leader of the Opposition (Queensland)
The Leader of the Opposition (Queensland) is the head of the largest non-government party in Queensland’s parliamentary system, responsible for scrutinising the government and presenting an alternative policy agenda.
C. President of the Australian Senate
The President of the Australian Senate is the presiding officer and highest authority of Australia's upper house of Parliament, responsible for maintaining order, overseeing debates, and representing the Senate in its relations with the executive and other bodies.
D. Deputy President of the Australian Senate
The Deputy President of the Australian Senate is the senator who assists and stands in for the President in presiding over Senate proceedings and maintaining order in the chamber.
E. Leader of the Opposition (Victoria)
Leader of the Opposition (Victoria) is the parliamentary role held by the head of the largest non-governing party in the Parliament of Victoria, responsible for leading the opposition to the state government.
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_69ca835ad0608190b7c80b292da004f5`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cdcf8fb23c8190b48b30cb2368dc1f`	completed	April 2, 2026, 2:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d2829e24488190be65cff760850b9e`	completed	April 5, 2026, 3:41 p.m.
NEDg	Description generation	`batch_69d28391f8fc8190964cdccaf5625617`	completed	April 5, 2026, 3:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69d284604dc88190b452ee847d3390dd`	completed	April 5, 2026, 3:48 p.m.

Created at: March 30, 2026, 8:56 p.m.