Triple
T14299632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Landsborough |
E354527
|
entity |
| Predicate | roadAccessVia |
P9041
|
FINISHED |
| Object |
Landsborough–Maleny Road
Landsborough–Maleny Road is a scenic hinterland route in Queensland, Australia, connecting the town of Landsborough with the mountain village of Maleny through the Blackall Range.
|
E1136589
|
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: Landsborough–Maleny Road | Statement: [Landsborough, roadAccessVia, Landsborough–Maleny Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Landsborough–Maleny Road Context triple: [Landsborough, roadAccessVia, Landsborough–Maleny Road]
-
A.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
-
B.
Bundall Road
Bundall Road is a major arterial roadway in the suburb of Bundall on Queensland’s Gold Coast, serving as a key route for local and through traffic.
-
C.
Noosa–Cooroy Road
Noosa–Cooroy Road is a regional arterial road in Queensland, Australia, linking the coastal Noosa area with the inland town of Cooroy and the surrounding hinterland.
-
D.
Nambour Connection Road
Nambour Connection Road is a major roadway in Queensland, Australia, linking the town of Nambour with surrounding areas on the Sunshine Coast.
-
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: Landsborough–Maleny Road Triple: [Landsborough, roadAccessVia, Landsborough–Maleny Road]
Generated description
Landsborough–Maleny Road is a scenic hinterland route in Queensland, Australia, connecting the town of Landsborough with the mountain village of Maleny through the Blackall Range.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Landsborough–Maleny Road Target entity description: Landsborough–Maleny Road is a scenic hinterland route in Queensland, Australia, connecting the town of Landsborough with the mountain village of Maleny through the Blackall Range.
-
A.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
-
B.
Bundall Road
Bundall Road is a major arterial roadway in the suburb of Bundall on Queensland’s Gold Coast, serving as a key route for local and through traffic.
-
C.
Noosa–Cooroy Road
Noosa–Cooroy Road is a regional arterial road in Queensland, Australia, linking the coastal Noosa area with the inland town of Cooroy and the surrounding hinterland.
-
D.
Nambour Connection Road
Nambour Connection Road is a major roadway in Queensland, Australia, linking the town of Nambour with surrounding areas on the Sunshine Coast.
-
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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717e246c819083e67ac2b3b77881 |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feadf7fee48190bf58a1b4a603217e |
completed | May 9, 2026, 3:46 a.m. |
| NEDg | Description generation | batch_69feaeae7d3c8190b0d3f8447b597f6d |
completed | May 9, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feaf3d6fb88190a9e7db01be53db2a |
completed | May 9, 2026, 3:51 a.m. |
Created at: April 10, 2026, 1:11 a.m.