Triple
T13953128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwinana Freeway |
E335583
|
entity |
| Predicate | southernTerminus |
P388
|
FINISHED |
| Object |
Forrest Highway near Mandurah
Forrest Highway near Mandurah is a major road in Western Australia that continues south from the end of Kwinana Freeway, providing a key route between Perth’s southern suburbs and the state’s southwest region.
|
E1071249
|
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: Forrest Highway near Mandurah | Statement: [Kwinana Freeway, southernTerminus, Forrest Highway near Mandurah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forrest Highway near Mandurah Context triple: [Kwinana Freeway, southernTerminus, Forrest Highway near Mandurah]
-
A.
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.
-
B.
Carnarvon–Mullewa Road
Carnarvon–Mullewa Road is a major outback route in Western Australia that links the coastal town of Carnarvon with the inland town of Mullewa, providing an important connection between coastal and interior regions.
-
C.
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.
-
D.
Kwinana Freeway (Western Australia)
Kwinana Freeway is a major north–south urban freeway in Perth, Western Australia, forming a key part of the city’s primary road network.
-
E.
Carnarvon Highway
Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
- 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: Forrest Highway near Mandurah Triple: [Kwinana Freeway, southernTerminus, Forrest Highway near Mandurah]
Generated description
Forrest Highway near Mandurah is a major road in Western Australia that continues south from the end of Kwinana Freeway, providing a key route between Perth’s southern suburbs and the state’s southwest region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forrest Highway near Mandurah Target entity description: Forrest Highway near Mandurah is a major road in Western Australia that continues south from the end of Kwinana Freeway, providing a key route between Perth’s southern suburbs and the state’s southwest region.
-
A.
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.
-
B.
Carnarvon–Mullewa Road
Carnarvon–Mullewa Road is a major outback route in Western Australia that links the coastal town of Carnarvon with the inland town of Mullewa, providing an important connection between coastal and interior regions.
-
C.
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.
-
D.
Kwinana Freeway (Western Australia)
Kwinana Freeway is a major north–south urban freeway in Perth, Western Australia, forming a key part of the city’s primary road network.
-
E.
Carnarvon Highway
Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
- 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_69d81c6081b88190b53e317c3370c8fe |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e146720819085d0f5eae558b7a4 |
completed | April 14, 2026, 12:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1cea88081908c37836447410b97 |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba53a14c48190a5f954a73a9ca42c |
completed | May 6, 2026, 8:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba5c481fc8190bda5bb4afaf85288 |
completed | May 6, 2026, 8:34 p.m. |
Created at: April 9, 2026, 10:17 p.m.