Triple

T5237611

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department for Infrastructure and Transport (South Australia)	`E118260`	entity
Predicate	predecessor	`P97`	FINISHED
Object	Department of Planning, Transport and Infrastructure (South Australia)	`E118260`	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: Department of Planning, Transport and Infrastructure (South Australia) | Statement: [Department for Infrastructure and Transport (South Australia), predecessor, Department of Planning, Transport and Infrastructure (South Australia)]

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

Target entity: Department of Planning, Transport and Infrastructure (South Australia)
Context triple: [Department for Infrastructure and Transport (South Australia), predecessor, Department of Planning, Transport and Infrastructure (South Australia)]

A. Department for Infrastructure and Transport (South Australia) chosen
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.
B. Department of Transport and Planning (Victoria)
The Department of Transport and Planning (Victoria) is the Victorian state government agency responsible for overseeing transport networks, infrastructure, and land-use planning across the state of Victoria, Australia.
C. Department of Transport Planning
The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
D. Government of South Australia
The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
E. Department of Public Works and Infrastructure (South Africa)
The Department of Public Works and Infrastructure (South Africa) is the national government department responsible for managing and maintaining state-owned buildings and infrastructure, and for leading public infrastructure development across the country.
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_69bd4467db0881909b3b0982df32cc8f`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd7b27990c8190b6a3c24de09c8c18`	completed	March 20, 2026, 4:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bef820285881909f0e569e020a58ae`	completed	March 21, 2026, 7:57 p.m.

Created at: March 20, 2026, 1:49 p.m.