Triple
T12934566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cobham Aviation Services Australia (historical) |
E309472
|
entity |
| Predicate | operatedFor |
P3679
|
FINISHED |
| Object | QantasLink Boeing 717 operations |
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: QantasLink Boeing 717 operations | Statement: [Cobham Aviation Services Australia (historical), operatedFor, QantasLink Boeing 717 operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: QantasLink Boeing 717 operations Context triple: [Cobham Aviation Services Australia (historical), operatedFor, QantasLink Boeing 717 operations]
-
A.
QantasLink
chosen
QantasLink is the regional airline brand of Qantas, operating domestic and short-haul services to smaller cities and remote areas in Australia.
-
B.
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.
-
C.
Trans Australia Airlines
Trans Australia Airlines was a major Australian domestic airline, founded as a government-owned carrier in 1946, that played a key role in developing the nation’s postwar air transport network.
-
D.
Qantas Empire Airways
Qantas Empire Airways was an early Australian international airline that played a key role in developing long-distance air routes across the British Empire before evolving into today’s Qantas Airways.
-
E.
Qantas Freight
Qantas Freight is the air cargo and logistics division of Qantas, providing domestic and international freight services.
- 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_69f6af6d16388190abc848ac67bf1fb9 |
completed | May 3, 2026, 2:14 a.m. |
Created at: April 9, 2026, 5:42 p.m.