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.