Triple

T12726947
Position Surface form Disambiguated ID Type / Status
Subject Elliston E304130 entity
Predicate roadAccess P385 FINISHED
Object Flinders Highway
Flinders Highway is a major coastal road in South Australia that links several towns on the Eyre Peninsula, providing key regional transport and access routes.
 E1049612 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: Flinders Highway | Statement: [Elliston, roadAccess, Flinders Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flinders Highway
Context triple: [Elliston, roadAccess, Flinders Highway]
  • A. Flinders Highway
    Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
  • B. Fraser Highway
    Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
  • C. Oxley Highway
    Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
  • D. Princes Highway
    Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
  • E. Chapman Highway
    Chapman Highway is a major roadway in Knoxville, Tennessee, serving as a primary commercial and commuter route connecting South Knoxville with surrounding areas.
  • 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: Flinders Highway
Triple: [Elliston, roadAccess, Flinders Highway]
Generated description
Flinders Highway is a major coastal road in South Australia that links several towns on the Eyre Peninsula, providing key regional transport and access routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flinders Highway
Target entity description: Flinders Highway is a major coastal road in South Australia that links several towns on the Eyre Peninsula, providing key regional transport and access routes.
  • A. Flinders Highway
    Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
  • B. Fraser Highway
    Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
  • C. Oxley Highway
    Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
  • D. Princes Highway
    Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
  • E. Chapman Highway
    Chapman Highway is a major roadway in Knoxville, Tennessee, serving as a primary commercial and commuter route connecting South Knoxville with surrounding areas.
  • 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96415ebe48190ae935bc3a9b00f65 completed April 10, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76b96f72881909090691e99bb2425 completed May 3, 2026, 3:36 p.m.
NEDg Description generation batch_69f7763fc23c819098d46ab0906b8764 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f779178dc48190bb0de790de30d8b0 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 5:25 p.m.