Triple
T19965602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Princes Freeway |
E479923
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Melbourne–Geelong transport corridor
The Melbourne–Geelong transport corridor is a major intercity route in Victoria, Australia, linking Melbourne and Geelong via key road and rail infrastructure.
|
E1404088
|
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: Melbourne–Geelong transport corridor | Statement: [Princes Freeway, partOf, Melbourne–Geelong transport corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melbourne–Geelong transport corridor Context triple: [Princes Freeway, partOf, Melbourne–Geelong transport corridor]
-
A.
Adelaide–Melbourne road corridor
The Adelaide–Melbourne road corridor is a major interstate transport route linking the capitals of South Australia and Victoria, carrying significant passenger and freight traffic across southeastern Australia.
-
B.
Brisbane–Ipswich transport corridor
The Brisbane–Ipswich transport corridor is a major road and rail route in South East Queensland that links the city of Brisbane with the regional city of Ipswich and surrounding growth areas.
-
C.
Adelaide north–south corridor
The Adelaide north–south corridor is a major continuous transport route through metropolitan Adelaide, designed to streamline north–south traffic flow via a series of upgraded expressways and motorways.
-
D.
Sydney–Melbourne rail corridor
The Sydney–Melbourne rail corridor is a major intercity railway route linking Australia’s two largest cities and serving as a key passenger and freight transport spine in southeastern Australia.
-
E.
Goulburn Valley transport corridor
The Goulburn Valley transport corridor is a major freight and passenger route in regional Victoria, Australia, linking agricultural and regional centres to Melbourne and interstate markets via road and rail.
- 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: Melbourne–Geelong transport corridor Triple: [Princes Freeway, partOf, Melbourne–Geelong transport corridor]
Generated description
The Melbourne–Geelong transport corridor is a major intercity route in Victoria, Australia, linking Melbourne and Geelong via key road and rail infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melbourne–Geelong transport corridor Target entity description: The Melbourne–Geelong transport corridor is a major intercity route in Victoria, Australia, linking Melbourne and Geelong via key road and rail infrastructure.
-
A.
Adelaide–Melbourne road corridor
The Adelaide–Melbourne road corridor is a major interstate transport route linking the capitals of South Australia and Victoria, carrying significant passenger and freight traffic across southeastern Australia.
-
B.
Brisbane–Ipswich transport corridor
The Brisbane–Ipswich transport corridor is a major road and rail route in South East Queensland that links the city of Brisbane with the regional city of Ipswich and surrounding growth areas.
-
C.
Adelaide north–south corridor
The Adelaide north–south corridor is a major continuous transport route through metropolitan Adelaide, designed to streamline north–south traffic flow via a series of upgraded expressways and motorways.
-
D.
Sydney–Melbourne rail corridor
The Sydney–Melbourne rail corridor is a major intercity railway route linking Australia’s two largest cities and serving as a key passenger and freight transport spine in southeastern Australia.
-
E.
Goulburn Valley transport corridor
The Goulburn Valley transport corridor is a major freight and passenger route in regional Victoria, Australia, linking agricultural and regional centres to Melbourne and interstate markets via road and rail.
- 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_69d8e523c19881909f9197037200dde6 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65bc4f47c8190a721f5e488150d81 |
completed | April 20, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07fdd12e4c81908488a7a829ee7bc2 |
completed | May 16, 2026, 5:17 a.m. |
| NEDg | Description generation | batch_6a07ff37a0508190af7cf7a045201338 |
completed | May 16, 2026, 5:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ffad71508190a6636834b7f25434 |
completed | May 16, 2026, 5:25 a.m. |
Created at: April 10, 2026, 1:54 p.m.