Triple
T20548660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Australian road network |
E504540
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Limestone Coast road network |
—
|
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: Limestone Coast road network | Statement: [South Australian road network, hasPart, Limestone Coast road network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limestone Coast road network Context triple: [South Australian road network, hasPart, Limestone Coast road network]
-
A.
Mackay–Hinterland road network
The Mackay–Hinterland road network is a system of regional roads linking the coastal city of Mackay in Queensland, Australia, with its surrounding inland and hinterland areas to support local transport, industry, and access.
-
B.
South Coast Highway
South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
-
C.
South Australian road network
The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
-
D.
Adelaide north–south corridor
The Adelaide north–south corridor is a major continuous transport route through metropolitan Adelaide, designed to streamline north–south traffic flow via a series of upgraded expressways and motorways.
-
E.
Tweed Coast Road
Tweed Coast Road is a coastal roadway in northern New South Wales, Australia, that links a series of beachside towns and provides scenic access along the Tweed Coast.
- 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: Limestone Coast road network Target entity description: The Limestone Coast road network is the system of highways and local roads serving the Limestone Coast region in southeastern South Australia, connecting its towns, agricultural areas, and coastal destinations.
-
A.
Mackay–Hinterland road network
The Mackay–Hinterland road network is a system of regional roads linking the coastal city of Mackay in Queensland, Australia, with its surrounding inland and hinterland areas to support local transport, industry, and access.
-
B.
South Coast Highway
South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
-
C.
South Australian road network
chosen
The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
-
D.
Adelaide north–south corridor
The Adelaide north–south corridor is a major continuous transport route through metropolitan Adelaide, designed to streamline north–south traffic flow via a series of upgraded expressways and motorways.
-
E.
Tweed Coast Road
Tweed Coast Road is a coastal roadway in northern New South Wales, Australia, that links a series of beachside towns and provides scenic access along the Tweed Coast.
- F. None of above.
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_69e0b4b52c048190952b4d0f430813a3 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a5d56060819090f0e2f2f9957982 |
completed | April 20, 2026, 10:16 p.m. |
Created at: April 16, 2026, 11:38 a.m.