Triple

T2684377
Position Surface form Disambiguated ID Type / Status
Subject Esperance E57447 entity
Predicate roadConnection P385 FINISHED
Object Coolgardie–Esperance Highway
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.
E297320 NE FINISHED

How this triple was built (4 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: [Esperance, roadConnection, Coolgardie–Esperance Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coolgardie–Esperance Highway
Context triple: [Esperance, roadConnection, Coolgardie–Esperance Highway]
  • A. 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.
  • B. Stuart Highway
    Stuart Highway is a major Australian highway that runs through the country’s central interior, linking the south and north coasts across the Outback.
  • C. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • D. Warrego Highway
    Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
  • E. Great Western Highway
    The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Coolgardie–Esperance Highway
Triple: [Esperance, roadConnection, Coolgardie–Esperance Highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coolgardie–Esperance Highway
Target entity description: 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.
  • A. 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.
  • B. Stuart Highway
    Stuart Highway is a major Australian highway that runs through the country’s central interior, linking the south and north coasts across the Outback.
  • C. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • D. Warrego Highway
    Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
  • E. Great Western Highway
    The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
  • F. None of above. chosen

Provenance (5 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9edba5c8190b86d6cba0f1964e2 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc02d8730819093a576d3751432de completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc15513f48190a22f83571be2e0bd completed March 10, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69afc1c9440c8190abf9dc063109af45 completed March 10, 2026, 7:01 a.m.
Created at: March 6, 2026, 9:54 p.m.