Triple

T14543979

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shadow Cabinet of Queensland	`E341241`	entity
Predicate	hasPosition	`P8`	FINISHED
Object	Shadow Minister for Tourism The Shadow Minister for Tourism is an opposition frontbench role in Queensland responsible for scrutinising government tourism policies and proposing alternative strategies to support and grow the state's tourism industry.	`E1105004`	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: Shadow Minister for Tourism | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Tourism]

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

Target entity: Shadow Minister for Tourism
Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Tourism]

A. Minister for Tourism
The Minister for Tourism is a UK government ministerial position responsible for overseeing tourism policy, promotion, and development across the country.
B. Secretary of Tourism
The Secretary of Tourism is the Philippine government’s chief official responsible for developing, promoting, and regulating the country’s tourism industry and policies.
C. Minister of Tourism, Culture and Sport
The Minister of Tourism, Culture and Sport is the Ontario cabinet member responsible for overseeing provincial policies and programs related to tourism, arts and culture, and athletic and recreational activities.
D. Minister for Tourism (South Australia)
The Minister for Tourism (South Australia) is a senior government portfolio responsible for overseeing and promoting the state’s tourism industry and related policy within the South Australian Cabinet.
E. Minister for Tourism of Queensland
The Minister for Tourism of Queensland is a senior government official responsible for overseeing and promoting the state's tourism industry and related policies within the Queensland 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: Shadow Minister for Tourism
Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Tourism]

Generated description

The Shadow Minister for Tourism is an opposition frontbench role in Queensland responsible for scrutinising government tourism policies and proposing alternative strategies to support and grow the state's tourism industry.

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

Target entity: Shadow Minister for Tourism
Target entity description: The Shadow Minister for Tourism is an opposition frontbench role in Queensland responsible for scrutinising government tourism policies and proposing alternative strategies to support and grow the state's tourism industry.

A. Minister for Tourism
The Minister for Tourism is a UK government ministerial position responsible for overseeing tourism policy, promotion, and development across the country.
B. Secretary of Tourism
The Secretary of Tourism is the Philippine government’s chief official responsible for developing, promoting, and regulating the country’s tourism industry and policies.
C. Minister of Tourism, Culture and Sport
The Minister of Tourism, Culture and Sport is the Ontario cabinet member responsible for overseeing provincial policies and programs related to tourism, arts and culture, and athletic and recreational activities.
D. Minister for Tourism (South Australia)
The Minister for Tourism (South Australia) is a senior government portfolio responsible for overseeing and promoting the state’s tourism industry and related policy within the South Australian Cabinet.
E. Minister for Tourism of Queensland
The Minister for Tourism of Queensland is a senior government official responsible for overseeing and promoting the state's tourism industry and related policies within the Queensland 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_69d822db9c8481908213ceb39585f792`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb1bfc2b48190adb0897682c26a9a`	completed	April 14, 2026, 9:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd7a60f2f88190b08fdf0a3095d0a7`	completed	May 8, 2026, 5:53 a.m.
NEDg	Description generation	`batch_69fd7d80d358819095661dac316ff69f`	completed	May 8, 2026, 6:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd7e0a30188190942ff45e0f865490`	completed	May 8, 2026, 6:09 a.m.

Created at: April 10, 2026, 1:22 a.m.