Triple
T7710588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Merbein |
E174738
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object | Sturt Highway nearby |
E21532
|
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: Sturt Highway nearby | Statement: [Merbein, transport, Sturt Highway nearby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sturt Highway nearby Context triple: [Merbein, transport, Sturt Highway nearby]
-
A.
Great Western Highway (nearby access)
The Great Western Highway is a major road in New South Wales, Australia, connecting Sydney with the Central West region and serving as a key transport route for towns within the Mid-Western Regional Council area.
-
B.
Stuart Highway at Threeways
Stuart Highway at Threeways is a remote Northern Territory road junction where the Stuart Highway meets the Barkly Highway, serving as a key crossroads for outback travel in Australia.
-
C.
Olympic Highway near Cowra
Olympic Highway near Cowra is a section of the Olympic Highway in New South Wales, Australia, located close to the town of Cowra and serving as a regional connector in the state’s road network.
-
D.
Sturt Highway
chosen
Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
-
E.
Goulburn bypass
The Goulburn bypass is a section of roadway that diverts Hume Highway traffic around the city of Goulburn in New South Wales, Australia, to improve traffic flow and reduce congestion in the urban area.
- 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_69c6995b3e8c8190833108f883d5f53c |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702ad6b788190892b96ab523d111f |
completed | March 27, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8accc07f4819089a07726c8313839 |
completed | March 29, 2026, 4:38 a.m. |
Created at: March 27, 2026, 4:04 p.m.