Triple
T14591866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lockyer Valley Region |
E342464
|
entity |
| Predicate | hasTransportCorridor |
P3034
|
FINISHED |
| Object | Cunningham Highway |
E372887
|
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: Cunningham Highway | Statement: [Lockyer Valley Region, hasTransportCorridor, Cunningham Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cunningham Highway Context triple: [Lockyer Valley Region, hasTransportCorridor, Cunningham Highway]
-
A.
Cunningham Highway
chosen
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
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.
Brooker Highway
Brooker Highway is a major arterial road in southern Tasmania, Australia, connecting Hobart with its northern suburbs and surrounding regions.
-
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.
Riddoch Highway
Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4249af08190962009741d1f7d41 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a037c1a1390819092d68ddc32e4479f |
completed | May 12, 2026, 7:14 p.m. |
Created at: April 10, 2026, 1:24 a.m.