Triple

T12320229
Position Surface form Disambiguated ID Type / Status
Subject South Coast Highway E293707 entity
Predicate hasJunctionWith P1018 FINISHED
Object Coolgardie–Esperance Highway E297320 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: Coolgardie–Esperance Highway | Statement: [South Coast Highway, hasJunctionWith, Coolgardie–Esperance Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Coolgardie–Esperance Highway
Context triple: [South Coast Highway, hasJunctionWith, Coolgardie–Esperance Highway]
  • A. Coolgardie–Esperance Highway chosen
    The Coolgardie–Esperance Highway is a major sealed road in Western Australia that links the inland goldfields region around Coolgardie with the coastal town of Esperance.
  • B. Geraldton–Mount Magnet Road
    Geraldton–Mount Magnet Road is a major Western Australian highway linking the coastal city of Geraldton with the inland mining town of Mount Magnet across the Mid West region.
  • C. Carnarvon–Mullewa Road
    Carnarvon–Mullewa Road is a major outback route in Western Australia that links the coastal town of Carnarvon with the inland town of Mullewa, providing an important connection between coastal and interior regions.
  • D. Goldfields Highway
    Goldfields Highway is a major road in Western Australia that connects the mining city of Kalgoorlie with other towns across the Goldfields region.
  • E. Eyre Highway
    Eyre Highway is a major sealed road crossing the Nullarbor Plain and linking Western Australia with South Australia as part of Australia’s primary east–west transport route.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4c2b548190938fff9427f07dc7 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65e9e909081909b341398e7aae954 completed May 2, 2026, 8:29 p.m.
Created at: April 8, 2026, 9:53 p.m.