Triple
T17000298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Townsville Ring Road |
E412423
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object | Bruce Highway (northern approach to Townsville) |
E72003
|
NE FINISHED |
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: Bruce Highway (northern approach to Townsville) | Statement: [Townsville Ring Road, connectsTo, Bruce Highway (northern approach to Townsville)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Highway (northern approach to Townsville) Context triple: [Townsville Ring Road, connectsTo, Bruce Highway (northern approach to Townsville)]
-
A.
Townsville Ring Road
Townsville Ring Road is a major arterial bypass route in Townsville, Queensland, designed to divert through-traffic around the city and improve regional connectivity.
-
B.
Midland Highway
The Midland Highway is a major Australian roadway that serves as a key transport route connecting regional centers and supporting interstate travel.
-
C.
Yeppoon–Rockhampton Road
Yeppoon–Rockhampton Road is a key regional roadway in Central Queensland, Australia, connecting the coastal town of Yeppoon with the inland city of Rockhampton and serving as a major commuter and freight route.
-
D.
Bruce Highway
chosen
Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
-
E.
Bradfield Highway, Brisbane
Bradfield Highway, Brisbane is a major roadway in Brisbane, Australia, best known as the traffic-carrying deck across the iconic Story Bridge.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d37d9f9081909aef52426d88940d |
completed | April 18, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b451ff88190b63f4ebddf93f153 |
completed | May 10, 2026, 11:56 p.m. |
Created at: April 10, 2026, 5:32 a.m.