Triple
T15054380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Downs Region |
E379448
|
entity |
| Predicate | hasHighway |
P385
|
FINISHED |
| Object |
Leichhardt Highway
Leichhardt Highway is a major rural highway in Queensland, Australia, running generally north–south and linking several inland towns and regions.
|
E1387404
|
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: Leichhardt Highway | Statement: [Western Downs Region, hasHighway, Leichhardt Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leichhardt Highway Context triple: [Western Downs Region, hasHighway, Leichhardt Highway]
-
A.
Glenn Highway
Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
-
B.
Byron Highway
Byron Highway is a major regional road in Contra Costa County, California, connecting the community of Byron with surrounding towns and serving as a key commuter and freight route.
-
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.
Eyre Highway
Eyre Highway is a major sealed road crossing the Nullarbor Plain and linking Western Australia with South Australia as part of Australia’s primary east–west transport route.
-
E.
Riverina Highway
Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
- 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: Leichhardt Highway Triple: [Western Downs Region, hasHighway, Leichhardt Highway]
Generated description
Leichhardt Highway is a major rural highway in Queensland, Australia, running generally north–south and linking several inland towns and regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leichhardt Highway Target entity description: Leichhardt Highway is a major rural highway in Queensland, Australia, running generally north–south and linking several inland towns and regions.
-
A.
Glenn Highway
Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
-
B.
Byron Highway
Byron Highway is a major regional road in Contra Costa County, California, connecting the community of Byron with surrounding towns and serving as a key commuter and freight route.
-
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.
Eyre Highway
Eyre Highway is a major sealed road crossing the Nullarbor Plain and linking Western Australia with South Australia as part of Australia’s primary east–west transport route.
-
E.
Riverina Highway
Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
- 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_69d85cd64d108190853797a95c11cc45 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69deda92091c81909180f486edf01405 |
completed | April 15, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a077ec78090819084a2de678e52cdec |
completed | May 15, 2026, 8:15 p.m. |
| NEDg | Description generation | batch_6a077fe7a3d48190bec5fea223209e0b |
completed | May 15, 2026, 8:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07804bcfa8819084953039cef5a5d8 |
completed | May 15, 2026, 8:21 p.m. |
Created at: April 10, 2026, 3:01 a.m.