Triple
T12639553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gammon Ranges |
E301856
|
entity |
| Predicate | nearestTown |
P350
|
FINISHED |
| Object | Leigh Creek |
—
|
NE NERFINISHED |
How this triple was built (3 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: Leigh Creek | Statement: [Gammon Ranges, nearestTown, Leigh Creek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leigh Creek Context triple: [Gammon Ranges, nearestTown, Leigh Creek]
-
A.
Lockyer Creek
Lockyer Creek is a significant watercourse in South East Queensland, Australia, known for draining the fertile Lockyer Valley and contributing to the Brisbane River catchment.
-
B.
Terania Creek
Terania Creek is a rainforest-lined waterway in northern New South Wales, Australia, renowned as the site of landmark 1970s forest blockades that helped spark the country’s modern environmental movement.
-
C.
Kororoit Creek
Kororoit Creek is a waterway in the western suburbs of Melbourne, Victoria, that flows through urban and semi-rural landscapes before entering Port Phillip Bay.
-
D.
Gilmore Creek
Gilmore Creek is a minor watercourse in New South Wales, Australia, that feeds into the Tumut River within the Murray–Darling Basin.
-
E.
Tumbi Creek
Tumbi Creek is a small watercourse on the Central Coast of New South Wales, Australia, that drains local catchments into Tuggerah Lake.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leigh Creek Target entity description: Leigh Creek is a small outback town in South Australia known historically for its coal mining operations and as a service hub for the surrounding Flinders and Gammon Ranges region.
-
A.
Lockyer Creek
Lockyer Creek is a significant watercourse in South East Queensland, Australia, known for draining the fertile Lockyer Valley and contributing to the Brisbane River catchment.
-
B.
Terania Creek
Terania Creek is a rainforest-lined waterway in northern New South Wales, Australia, renowned as the site of landmark 1970s forest blockades that helped spark the country’s modern environmental movement.
-
C.
Kororoit Creek
Kororoit Creek is a waterway in the western suburbs of Melbourne, Victoria, that flows through urban and semi-rural landscapes before entering Port Phillip Bay.
-
D.
Gilmore Creek
Gilmore Creek is a minor watercourse in New South Wales, Australia, that feeds into the Tumut River within the Murray–Darling Basin.
-
E.
Tumbi Creek
Tumbi Creek is a small watercourse on the Central Coast of New South Wales, Australia, that drains local catchments into Tuggerah Lake.
- F. None of above. chosen
Provenance (2 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961499de08190bdba66ca40b021be |
completed | April 10, 2026, 8:44 p.m. |
Created at: April 9, 2026, 5:16 p.m.