Triple
T15556493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dirranbandi |
E370882
|
entity |
| Predicate | roadAccessVia |
P9041
|
FINISHED |
| Object |
Dirranbandi–Hebel Road
Dirranbandi–Hebel Road is a rural roadway in southwestern Queensland, Australia, connecting the town of Dirranbandi to the New South Wales border near Hebel.
|
E1215621
|
NE FINISHED |
How this triple was built (4 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: Dirranbandi–Hebel Road | Statement: [Dirranbandi, roadAccessVia, Dirranbandi–Hebel Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dirranbandi–Hebel Road Context triple: [Dirranbandi, roadAccessVia, Dirranbandi–Hebel Road]
-
A.
Kanangra Road
Kanangra Road is a remote access road in New South Wales, Australia, leading into the Kanangra-Boyd National Park and its surrounding wilderness areas.
-
B.
Luritja Road
Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
-
C.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
D.
Onkaparinga Valley Road
Onkaparinga Valley Road is a key arterial route in the Adelaide Hills region of South Australia, connecting several rural towns and wine-growing areas.
-
E.
Barkly Highway
Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Dirranbandi–Hebel Road Triple: [Dirranbandi, roadAccessVia, Dirranbandi–Hebel Road]
Generated description
Dirranbandi–Hebel Road is a rural roadway in southwestern Queensland, Australia, connecting the town of Dirranbandi to the New South Wales border near Hebel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dirranbandi–Hebel Road Target entity description: Dirranbandi–Hebel Road is a rural roadway in southwestern Queensland, Australia, connecting the town of Dirranbandi to the New South Wales border near Hebel.
-
A.
Kanangra Road
Kanangra Road is a remote access road in New South Wales, Australia, leading into the Kanangra-Boyd National Park and its surrounding wilderness areas.
-
B.
Luritja Road
Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
-
C.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
D.
Onkaparinga Valley Road
Onkaparinga Valley Road is a key arterial route in the Adelaide Hills region of South Australia, connecting several rural towns and wine-growing areas.
-
E.
Barkly Highway
Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
- F. None of above. chosen
Provenance (5 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_69d85cc6cf40819091f4a5facee1ebe6 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04a97dbfc8190a98cbbac5e71ba88 |
completed | April 16, 2026, 2:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f372f7c8190ba04b8bd13bff95c |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a00525b579c81909df181059d0e3db8 |
completed | May 10, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0052ee614881908eb8f7c031ff8f7c |
completed | May 10, 2026, 9:42 a.m. |
Created at: April 10, 2026, 4:09 a.m.