Triple
T599953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Coast |
E11469
|
entity |
| Predicate | hasMainHighway |
P385
|
FINISHED |
| Object |
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
|
E78274
|
NE FINISHED |
How this triple was built (5 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: Princes Highway | Statement: [South Coast, hasMainHighway, Princes Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Princes Highway Context triple: [South Coast, hasMainHighway, Princes Highway]
-
A.
Cobb Highway
Cobb Highway is a major rural road in New South Wales, Australia, linking several inland towns and forming part of an important north–south transport route.
-
B.
Warrego Highway
Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
-
C.
Bruce Highway
Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
-
D.
Castlereagh Highway
The Castlereagh Highway is a major rural highway in New South Wales and Queensland, Australia, linking inland towns and agricultural regions across the central and northern parts of the states.
-
E.
Newell Highway
Newell Highway is a major inland highway in New South Wales, Australia, forming a key north–south freight and transport route through regions including the Riverina.
- 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: Princes Highway Triple: [South Coast, hasMainHighway, Princes Highway]
Generated description
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Princes Highway Target entity description: Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
A.
Cobb Highway
Cobb Highway is a major rural road in New South Wales, Australia, linking several inland towns and forming part of an important north–south transport route.
-
B.
Warrego Highway
Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
-
C.
Bruce Highway
Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
-
D.
Castlereagh Highway
The Castlereagh Highway is a major rural highway in New South Wales and Queensland, Australia, linking inland towns and agricultural regions across the central and northern parts of the states.
-
E.
Newell Highway
Newell Highway is a major inland highway in New South Wales, Australia, forming a key north–south freight and transport route through regions including the Riverina.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMainHighway Context triple: [South Coast, hasMainHighway, Princes Highway]
-
A.
hasMajorHighway
chosen
Indicates that a location or area is served by or directly connected to a major highway route.
-
B.
connectsToHighway
Indicates that one location, road, or route has a direct access point or linkage to a highway.
-
C.
hasMainStreet
Indicates that a place or locality possesses a primary street commonly recognized as its main thoroughfare.
-
D.
roadType
Indicates the classification or category of a road based on its functional or physical characteristics.
-
E.
roadFeature
Indicates that an entity is a specific physical or functional characteristic associated with a road, such as its structure, markings, or related infrastructure.
- F. None of above.
Provenance (6 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_69a4932779b881908688590d59c71900 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49dc4f7d08190990f70b9b3af6ce5 |
completed | March 1, 2026, 8:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a566fce9808190931b7c88b5c5686f |
completed | March 2, 2026, 10:31 a.m. |
| NEDg | Description generation | batch_69a5678d8e1881908da2b274f6bac0b9 |
completed | March 2, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a56808933c81909611d0aa11126ec6 |
completed | March 2, 2026, 10:35 a.m. |
| PD | Predicate disambiguation | batch_69a49cf59cd0819084e67981cb371e25 |
completed | March 1, 2026, 8:09 p.m. |
Created at: March 1, 2026, 7:35 p.m.