Triple

T15556493
Position Surface form Disambiguated ID Type / Status
Subject Dirranbandi E370882 entity
Predicate roadAccessVia P9041 FINISHED
Object Dirranbandi–Hebel Road
Dirranbandi–Hebel Road is a rural roadway in southwestern Queensland, Australia, connecting the town of Dirranbandi to the New South Wales border near Hebel.
E1215621 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: Dirranbandi–Hebel Road | Statement: [Dirranbandi, roadAccessVia, Dirranbandi–Hebel Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dirranbandi–Hebel Road
Context triple: [Dirranbandi, roadAccessVia, Dirranbandi–Hebel Road]
  • A. Kanangra Road
    Kanangra Road is a remote access road in New South Wales, Australia, leading into the Kanangra-Boyd National Park and its surrounding wilderness areas.
  • B. Luritja Road
    Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
  • C. Kamilaroi Highway
    The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
  • D. Onkaparinga Valley Road
    Onkaparinga Valley Road is a key arterial route in the Adelaide Hills region of South Australia, connecting several rural towns and wine-growing areas.
  • E. Barkly Highway
    Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
  • 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: Dirranbandi–Hebel Road
Triple: [Dirranbandi, roadAccessVia, Dirranbandi–Hebel Road]
Generated description
Dirranbandi–Hebel Road is a rural roadway in southwestern Queensland, Australia, connecting the town of Dirranbandi to the New South Wales border near Hebel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dirranbandi–Hebel Road
Target entity description: Dirranbandi–Hebel Road is a rural roadway in southwestern Queensland, Australia, connecting the town of Dirranbandi to the New South Wales border near Hebel.
  • A. Kanangra Road
    Kanangra Road is a remote access road in New South Wales, Australia, leading into the Kanangra-Boyd National Park and its surrounding wilderness areas.
  • B. Luritja Road
    Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
  • C. Kamilaroi Highway
    The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
  • D. Onkaparinga Valley Road
    Onkaparinga Valley Road is a key arterial route in the Adelaide Hills region of South Australia, connecting several rural towns and wine-growing areas.
  • E. Barkly Highway
    Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a97dbfc8190a98cbbac5e71ba88 completed April 16, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f372f7c8190ba04b8bd13bff95c completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a00525b579c81909df181059d0e3db8 completed May 10, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0052ee614881908eb8f7c031ff8f7c completed May 10, 2026, 9:42 a.m.
Created at: April 10, 2026, 4:09 a.m.