Triple
T12934565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cobham Aviation Services Australia (historical) |
E309472
|
entity |
| Predicate | operatedFor |
P3679
|
FINISHED |
| Object | Qantas regional network |
E63633
|
NE FINISHED |
How this triple was built (2 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: Qantas regional network | Statement: [Cobham Aviation Services Australia (historical), operatedFor, Qantas regional network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qantas regional network Context triple: [Cobham Aviation Services Australia (historical), operatedFor, Qantas regional network]
-
A.
Virgin Australia Regional Airlines
Virgin Australia Regional Airlines is an Australian regional carrier operating domestic and short-haul services, primarily connecting smaller communities and regional centers to Virgin Australia’s main network hubs.
-
B.
QantasLink
chosen
QantasLink is the regional airline brand of Qantas, operating domestic and short-haul services to smaller cities and remote areas in Australia.
-
C.
Virgin Australia
Virgin Australia is a major Australian airline offering domestic and international passenger services with a focus on full-service amenities and extensive route networks.
-
D.
Qantas
Qantas is Australia’s flag carrier and one of the world’s oldest continuously operating airlines, known for its extensive international network and membership in the Oneworld alliance.
-
E.
Eastern Australia Airlines
Eastern Australia Airlines is a regional Australian airline that operates domestic services on behalf of Qantas under the QantasLink brand.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97dc6517481908637781da240b51f |
completed | April 10, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a1ee5d08190ace265c5f15d8d30 |
completed | May 3, 2026, 8:41 a.m. |
Created at: April 9, 2026, 5:42 p.m.