Triple
T13953107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwinana Freeway |
E335583
|
entity |
| Predicate | runsThrough |
P416
|
FINISHED |
| Object |
City of Cockburn
The City of Cockburn is a local government area in the southern suburbs of Perth, Western Australia, known for its mix of residential communities, industrial zones, and coastal environments.
|
E1071247
|
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: City of Cockburn | Statement: [Kwinana Freeway, runsThrough, City of Cockburn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Cockburn Context triple: [Kwinana Freeway, runsThrough, City of Cockburn]
-
A.
City of Shoalhaven
The City of Shoalhaven is a local government area on the South Coast of New South Wales, Australia, known for its coastal towns, beaches, and the regional centre of Nowra.
-
B.
Cockburn
Cockburn is a Scottish surname historically associated with various notable figures in British military, political, and cultural life.
-
C.
Cockburn
Cockburn is a small town in South Australia near the New South Wales border, known as a rural service point and stopover on major east–west road and rail routes.
-
D.
City of Griffith
The City of Griffith is a local government area in New South Wales, Australia, responsible for administering the regional city of Griffith and its surrounding communities.
-
E.
City of Burnie
The City of Burnie is a local government area on the north-west coast of Tasmania, Australia, centered on the port city of Burnie and its surrounding communities.
- 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: City of Cockburn Triple: [Kwinana Freeway, runsThrough, City of Cockburn]
Generated description
The City of Cockburn is a local government area in the southern suburbs of Perth, Western Australia, known for its mix of residential communities, industrial zones, and coastal environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Cockburn Target entity description: The City of Cockburn is a local government area in the southern suburbs of Perth, Western Australia, known for its mix of residential communities, industrial zones, and coastal environments.
-
A.
City of Shoalhaven
The City of Shoalhaven is a local government area on the South Coast of New South Wales, Australia, known for its coastal towns, beaches, and the regional centre of Nowra.
-
B.
Cockburn
Cockburn is a Scottish surname historically associated with various notable figures in British military, political, and cultural life.
-
C.
Cockburn
Cockburn is a small town in South Australia near the New South Wales border, known as a rural service point and stopover on major east–west road and rail routes.
-
D.
City of Griffith
The City of Griffith is a local government area in New South Wales, Australia, responsible for administering the regional city of Griffith and its surrounding communities.
-
E.
City of Burnie
The City of Burnie is a local government area on the north-west coast of Tasmania, Australia, centered on the port city of Burnie and its surrounding communities.
- 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.