Triple

T21502707
Position Surface form Disambiguated ID Type / Status
Subject Mallee Highway E530517 entity
Predicate partOf P40 FINISHED
Object South Australian state highway network E504540 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: South Australian state highway network | Statement: [Mallee Highway, partOf, South Australian state highway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Australian state highway network
Context triple: [Mallee Highway, partOf, South Australian state highway network]
  • A. South Australian road network chosen
    The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
  • B. Highway network of Western Australia
    The Highway network of Western Australia is an extensive system of major roads and routes that connect cities, regional towns, mining areas, and remote communities across the state.
  • C. South Australian road authorities
    South Australian road authorities are the government bodies responsible for planning, regulating, and maintaining the road network throughout the state of South Australia.
  • D. Adelaide Hills road network
    The Adelaide Hills road network is the system of highways and local roads that serves the hilly, semi-rural region east of Adelaide, connecting its townships, vineyards, and conservation areas to the broader South Australian transport network.
  • E. New South Wales state highway network
    The New South Wales state highway network is the system of major arterial roads across New South Wales, Australia, that connects key cities, regions, and transport corridors within the state and to neighboring states.
  • 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_69e0c45bd15481909fba5910765cdda2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea5d209881908754eb07a47e478a completed April 23, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e13f716881909ec0aeebf9932fca completed May 17, 2026, 3:39 p.m.
Created at: April 16, 2026, 6:24 p.m.