Triple

T14950068
Position Surface form Disambiguated ID Type / Status
Subject Walcha Shire E372768 entity
Predicate hasLocality P7943 FINISHED
Object Walcha Road
Walcha Road is a small rural locality in New South Wales, Australia, historically known as a railway settlement serving the nearby town of Walcha.
E1371912 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: Walcha Road | Statement: [Walcha Shire, hasLocality, Walcha Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walcha Road
Context triple: [Walcha Shire, hasLocality, Walcha 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. Gundagai–Tumut Road
    Gundagai–Tumut Road is a regional roadway in New South Wales, Australia, connecting the towns of Gundagai and Tumut through the Riverina and South West Slopes.
  • 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. Goulburn Valley Highway
    Goulburn Valley Highway is a major rural highway in Victoria, Australia, linking Melbourne to the Goulburn Valley agricultural region and forming part of the inland route to Queensland.
  • E. Illawarra Highway
    The Illawarra Highway is a key regional road in New South Wales, Australia, linking the Southern Highlands with the Illawarra coastal region via the Macquarie Pass through the Illawarra Escarpment.
  • 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: Walcha Road
Triple: [Walcha Shire, hasLocality, Walcha Road]
Generated description
Walcha Road is a small rural locality in New South Wales, Australia, historically known as a railway settlement serving the nearby town of Walcha.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walcha Road
Target entity description: Walcha Road is a small rural locality in New South Wales, Australia, historically known as a railway settlement serving the nearby town of Walcha.
  • 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. Gundagai–Tumut Road
    Gundagai–Tumut Road is a regional roadway in New South Wales, Australia, connecting the towns of Gundagai and Tumut through the Riverina and South West Slopes.
  • 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. Goulburn Valley Highway
    Goulburn Valley Highway is a major rural highway in Victoria, Australia, linking Melbourne to the Goulburn Valley agricultural region and forming part of the inland route to Queensland.
  • E. Illawarra Highway
    The Illawarra Highway is a key regional road in New South Wales, Australia, linking the Southern Highlands with the Illawarra coastal region via the Macquarie Pass through the Illawarra Escarpment.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded68fae3c81909873b113bfcaca05 completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0723ef338c819084b9f2d04aea4290 completed May 15, 2026, 1:47 p.m.
NEDg Description generation batch_6a07256bcabc819090f9a13046df763f completed May 15, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a0726306be48190962cb5eebb214136 completed May 15, 2026, 1:57 p.m.
Created at: April 10, 2026, 2:39 a.m.