Triple

T3546419
Position Surface form Disambiguated ID Type / Status
Subject Castlereagh Highway E75006 entity
Predicate passesThrough P225 FINISHED
Object Gilgandra
Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
E388738 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: Gilgandra | Statement: [Castlereagh Highway, passesThrough, Gilgandra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gilgandra
Context triple: [Castlereagh Highway, passesThrough, Gilgandra]
  • A. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes area.
  • B. Cunnamulla
    Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
  • C. Tewantin
    Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
  • D. Cootamundra
    Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
  • E. Cowaramup
    Cowaramup is a small rural town in Western Australia known for its dairy farming heritage, quirky cow-themed sculptures, and proximity to the Margaret River wine region.
  • 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: Gilgandra
Triple: [Castlereagh Highway, passesThrough, Gilgandra]
Generated description
Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gilgandra
Target entity description: Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • A. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes area.
  • B. Cunnamulla
    Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
  • C. Tewantin
    Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
  • D. Cootamundra
    Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
  • E. Cowaramup
    Cowaramup is a small rural town in Western Australia known for its dairy farming heritage, quirky cow-themed sculptures, and proximity to the Margaret River wine region.
  • 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_69ad85d33c6c819081d5ac1df13b5680 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbfcf64488190af8452308734028c completed March 8, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f01c47d881908e9489db7bf47b11 completed March 14, 2026, 5:20 a.m.
NEDg Description generation batch_69b4f0d7b6308190a0c823640b857ea4 completed March 14, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69b4f174f30881908231bde0d85aefdc completed March 14, 2026, 5:26 a.m.
Created at: March 8, 2026, 3:20 p.m.