Triple

T14546203

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of the National Rail Safety Regulator	`E341297`	entity
Predicate	parentOrganization	`P254`	FINISHED
Object	Australian Government Department of Infrastructure, Transport, Regional Development, Communications and the Arts	`E114300`	NE FINISHED

How this triple was built (2 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: Australian Government Department of Infrastructure, Transport, Regional Development, Communications and the Arts | Statement: [Office of the National Rail Safety Regulator, parentOrganization, Australian Government Department of Infrastructure, Transport, Regional Development, Communications and the Arts]

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

Target entity: Australian Government Department of Infrastructure, Transport, Regional Development, Communications and the Arts
Context triple: [Office of the National Rail Safety Regulator, parentOrganization, Australian Government Department of Infrastructure, Transport, Regional Development, Communications and the Arts]

A. Department of Infrastructure, Transport, Regional Development, Communications and the Arts chosen
The Department of Infrastructure, Transport, Regional Development, Communications and the Arts is an Australian Government department responsible for national policy and programs across transport, infrastructure, regional development, communications, and cultural and creative industries.
B. Northern Territory Department of Infrastructure, Planning and Logistics
The Northern Territory Department of Infrastructure, Planning and Logistics is a government agency responsible for managing infrastructure development, land use planning, and transport services across Australia's Northern Territory.
C. Department of Communications (Australia)
The Department of Communications (Australia) was a federal government department responsible for national communications policy, including broadcasting, telecommunications, and related regulatory oversight.
D. Federal Department of the Environment, Transport, Energy and Communications
The Federal Department of the Environment, Transport, Energy and Communications is a Swiss federal ministry responsible for national policies and regulation in environmental protection, transportation systems, energy supply, and telecommunications.
E. Department for Infrastructure and Transport (South Australia)
The Department for Infrastructure and Transport (South Australia) is the state government agency responsible for planning, building, and managing South Australia’s transport networks and key infrastructure.
F. None of above.
G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69deb2ebdf9481909f4d2da1ad31099c`	completed	April 14, 2026, 9:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd7a6344b08190a3c1124c6dd7da96`	completed	May 8, 2026, 5:53 a.m.

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