Triple

T13900019

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministers of the Crown in Queensland	`E334192`	entity
Predicate	canIncludeOffice	`P11900`	FINISHED
Object	Minister for Transport and Main Roads of Queensland The Minister for Transport and Main Roads of Queensland is a senior government official responsible for overseeing the state’s transport systems and major road infrastructure.	`E1068385`	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: Minister for Transport and Main Roads of Queensland | Statement: [Ministers of the Crown in Queensland, canIncludeOffice, Minister for Transport and Main Roads of Queensland]

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

Target entity: Minister for Transport and Main Roads of Queensland
Context triple: [Ministers of the Crown in Queensland, canIncludeOffice, Minister for Transport and Main Roads of Queensland]

A. NSW Minister for Transport
The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
B. Minister for Infrastructure and Transport (South Australia)
The Minister for Infrastructure and Transport (South Australia) is a senior state government cabinet position responsible for overseeing South Australia’s transport systems, infrastructure planning, and related public works policy and administration.
C. Queensland Department of Transport and Main Roads
The Queensland Department of Transport and Main Roads is the state government agency responsible for planning, managing, and delivering Queensland’s road and transport infrastructure and services.
D. Minister for Transport
The Minister for Transport is a government cabinet position responsible for overseeing a jurisdiction’s transport systems, infrastructure, and related agencies.
E. Minister for Roads (New South Wales)
The Minister for Roads (New South Wales) is a state government portfolio responsible for overseeing road transport policy, planning, and infrastructure across New South Wales.
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: Minister for Transport and Main Roads of Queensland
Triple: [Ministers of the Crown in Queensland, canIncludeOffice, Minister for Transport and Main Roads of Queensland]

Generated description

The Minister for Transport and Main Roads of Queensland is a senior government official responsible for overseeing the state’s transport systems and major road infrastructure.

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

Target entity: Minister for Transport and Main Roads of Queensland
Target entity description: The Minister for Transport and Main Roads of Queensland is a senior government official responsible for overseeing the state’s transport systems and major road infrastructure.

A. NSW Minister for Transport
The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
B. Minister for Infrastructure and Transport (South Australia)
The Minister for Infrastructure and Transport (South Australia) is a senior state government cabinet position responsible for overseeing South Australia’s transport systems, infrastructure planning, and related public works policy and administration.
C. Queensland Department of Transport and Main Roads
The Queensland Department of Transport and Main Roads is the state government agency responsible for planning, managing, and delivering Queensland’s road and transport infrastructure and services.
D. Minister for Transport
The Minister for Transport is a government cabinet position responsible for overseeing a jurisdiction’s transport systems, infrastructure, and related agencies.
E. Minister for Roads (New South Wales)
The Minister for Roads (New South Wales) is a state government portfolio responsible for overseeing road transport policy, planning, and infrastructure across New South Wales.
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_69d81c5eaa9c819083b1ff8689179565`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de25d8897881908b770cdb565898d4`	completed	April 14, 2026, 11:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7c720b4988190aee1f1f09877212d`	completed	May 3, 2026, 10:07 p.m.
NEDg	Description generation	`batch_69f7c86a3640819081ed689bd271f909`	completed	May 3, 2026, 10:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7c9b2930c8190983f2c55a0dd35f6`	completed	May 3, 2026, 10:18 p.m.

Created at: April 9, 2026, 10:15 p.m.