Triple
T13953118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwinana Freeway |
E335583
|
entity |
| Predicate | hasJunctionWith |
P1018
|
FINISHED |
| Object |
Leach Highway
Leach Highway is a major east–west arterial road in Perth, Western Australia, connecting key industrial, commercial, and residential areas across the metropolitan region.
|
E1131423
|
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: Leach Highway | Statement: [Kwinana Freeway, hasJunctionWith, Leach Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leach Highway Context triple: [Kwinana Freeway, hasJunctionWith, Leach Highway]
-
A.
Groesbeck Highway
Groesbeck Highway is a major north–south arterial road in the Detroit metropolitan area of Michigan, serving as a key commuter and commercial route through Macomb County.
-
B.
Forrest Highway
Forrest Highway is a major road in Western Australia that links Perth’s southern suburbs with the South West region, including the Bunbury area.
-
C.
Lasseter Highway
Lasseter Highway is a major road in Australia's Northern Territory that connects the Stuart Highway to the Uluru–Kata Tjuta National Park area, serving as the primary access route for visitors to Uluru.
-
D.
Shirley Highway
Shirley Highway is a major freeway in Northern Virginia that forms part of the primary commuter route between the suburbs and Washington, D.C.
-
E.
Sunraysia Highway
Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
- 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: Leach Highway Triple: [Kwinana Freeway, hasJunctionWith, Leach Highway]
Generated description
Leach Highway is a major east–west arterial road in Perth, Western Australia, connecting key industrial, commercial, and residential areas across the metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leach Highway Target entity description: Leach Highway is a major east–west arterial road in Perth, Western Australia, connecting key industrial, commercial, and residential areas across the metropolitan region.
-
A.
Groesbeck Highway
Groesbeck Highway is a major north–south arterial road in the Detroit metropolitan area of Michigan, serving as a key commuter and commercial route through Macomb County.
-
B.
Forrest Highway
Forrest Highway is a major road in Western Australia that links Perth’s southern suburbs with the South West region, including the Bunbury area.
-
C.
Lasseter Highway
Lasseter Highway is a major road in Australia's Northern Territory that connects the Stuart Highway to the Uluru–Kata Tjuta National Park area, serving as the primary access route for visitors to Uluru.
-
D.
Shirley Highway
Shirley Highway is a major freeway in Northern Virginia that forms part of the primary commuter route between the suburbs and Washington, D.C.
-
E.
Sunraysia Highway
Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
- 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_69fe967cea3c81909d9b600501897a41 |
completed | May 9, 2026, 2:05 a.m. |
| NEDg | Description generation | batch_69fe978c4e34819096ae7e486a517a66 |
completed | May 9, 2026, 2:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe97f01e4881908380b8796d016c25 |
completed | May 9, 2026, 2:12 a.m. |
Created at: April 9, 2026, 10:17 p.m.