Triple

T14299696
Position Surface form Disambiguated ID Type / Status
Subject National Highway network of Australia E354528 entity
Predicate hasPart P35 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: [National Highway network of Australia, hasPart, Coolgardie–Esperance Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Coolgardie–Esperance Highway
Context triple: [National Highway network of Australia, hasPart, 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717e246c819083e67ac2b3b77881 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2697648190beade47df424a9e5 completed May 8, 2026, 1:32 a.m.
Created at: April 10, 2026, 1:11 a.m.