Triple
T17871167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Townsville, Queensland |
E446837
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object | Flinders Highway |
—
|
NE NERFINISHED |
How this triple was built (2 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: Flinders Highway | Statement: [Townsville, Queensland, transportInfrastructure, Flinders Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flinders Highway Context triple: [Townsville, Queensland, transportInfrastructure, Flinders Highway]
-
A.
Flinders Highway
chosen
Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
-
B.
Flinders Highway
Flinders Highway is a major coastal road in South Australia that links several towns on the Eyre Peninsula, providing key regional transport and access routes.
-
C.
Barwon Highway
Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
-
D.
Canning Highway
Canning Highway is a major arterial road in Perth, Western Australia, linking the inner city with southern suburbs along the Swan River.
-
E.
Glenelg Highway
Glenelg Highway is a major rural road in western Victoria, Australia, linking several regional towns and providing an important east–west transport route.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49aa30ff8819090c51c1d7767e952 |
completed | April 19, 2026, 9:04 a.m. |
Created at: April 10, 2026, 10:18 a.m.