Triple
T10899449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calder Highway |
E257398
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Kyneton
Kyneton is a historic rural town in central Victoria, Australia, known for its heritage architecture, food and wine scene, and proximity to the Macedon Ranges.
|
E893310
|
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: Kyneton | Statement: [Calder Highway, passesThrough, Kyneton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kyneton Context triple: [Calder Highway, passesThrough, Kyneton]
-
A.
Renmark
Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
-
B.
Traralgon
Traralgon is a regional city in the Latrobe Valley of eastern Victoria, Australia, known as a commercial and service hub for the surrounding agricultural and energy-producing areas.
-
C.
Stevenston
Stevenston is a small coastal town in North Ayrshire, Scotland, historically associated with industry and the wider “Three Towns” area alongside Saltcoats and Ardrossan.
-
D.
Kent Town
Kent Town is an inner-city suburb of Adelaide, South Australia, known for its mix of historic architecture, educational institutions, and proximity to the central business district.
-
E.
Shepparton
Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
- 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: Kyneton Triple: [Calder Highway, passesThrough, Kyneton]
Generated description
Kyneton is a historic rural town in central Victoria, Australia, known for its heritage architecture, food and wine scene, and proximity to the Macedon Ranges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kyneton Target entity description: Kyneton is a historic rural town in central Victoria, Australia, known for its heritage architecture, food and wine scene, and proximity to the Macedon Ranges.
-
A.
Renmark
Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
-
B.
Traralgon
Traralgon is a regional city in the Latrobe Valley of eastern Victoria, Australia, known as a commercial and service hub for the surrounding agricultural and energy-producing areas.
-
C.
Stevenston
Stevenston is a small coastal town in North Ayrshire, Scotland, historically associated with industry and the wider “Three Towns” area alongside Saltcoats and Ardrossan.
-
D.
Kent Town
Kent Town is an inner-city suburb of Adelaide, South Australia, known for its mix of historic architecture, educational institutions, and proximity to the central business district.
-
E.
Shepparton
Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
- 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_69d6aa8550c8819095508a2ed9acf3db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d761a2392c8190bc2c2359d63eff7a |
completed | April 9, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e216b417bc8190b35477e9d363a289 |
completed | April 17, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_69e21d860d288190855ffbe60df50df9 |
completed | April 17, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e21f09be508190a7c497a7680cb59e |
completed | April 17, 2026, 11:52 a.m. |
Created at: April 8, 2026, 9:21 p.m.