Triple
T12934640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qantas mobile app |
E309473
|
entity |
| Predicate | subjectOf |
P38
|
FINISHED |
| Object |
Qantas digital services
Qantas digital services encompass the airline’s suite of online and mobile platforms that enable customers to manage bookings, check in, access flight information, and use loyalty and in-flight digital features.
|
E1010499
|
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: Qantas digital services | Statement: [Qantas mobile app, subjectOf, Qantas digital services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qantas digital services Context triple: [Qantas mobile app, subjectOf, Qantas digital services]
-
A.
Qantas mobile app
The Qantas mobile app is Qantas Airways’ official smartphone application that allows customers to search and book flights, manage bookings, check in, and access digital boarding passes and frequent flyer details.
-
B.
QantasLink
QantasLink is the regional airline brand of Qantas, operating domestic and short-haul services to smaller cities and remote areas in Australia.
-
C.
Qantas Holidays
Qantas Holidays is the tour and holiday packaging arm of Qantas, offering flights bundled with accommodation, tours, and other travel services.
-
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.
Qantas Points
Qantas Points are the loyalty currency earned and redeemed by members of the Qantas Frequent Flyer program for flights, upgrades, and various travel and retail rewards.
- 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: Qantas digital services Triple: [Qantas mobile app, subjectOf, Qantas digital services]
Generated description
Qantas digital services encompass the airline’s suite of online and mobile platforms that enable customers to manage bookings, check in, access flight information, and use loyalty and in-flight digital features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qantas digital services Target entity description: Qantas digital services encompass the airline’s suite of online and mobile platforms that enable customers to manage bookings, check in, access flight information, and use loyalty and in-flight digital features.
-
A.
Qantas mobile app
The Qantas mobile app is Qantas Airways’ official smartphone application that allows customers to search and book flights, manage bookings, check in, and access digital boarding passes and frequent flyer details.
-
B.
QantasLink
QantasLink is the regional airline brand of Qantas, operating domestic and short-haul services to smaller cities and remote areas in Australia.
-
C.
Qantas Holidays
Qantas Holidays is the tour and holiday packaging arm of Qantas, offering flights bundled with accommodation, tours, and other travel services.
-
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.
Qantas Points
Qantas Points are the loyalty currency earned and redeemed by members of the Qantas Frequent Flyer program for flights, upgrades, and various travel and retail rewards.
- 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_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. |
| NEDg | Description generation | batch_69f6b08df448819080c0a7b0921bcc9f |
completed | May 3, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b11ced30819090f67a0b1e1369aa |
completed | May 3, 2026, 2:21 a.m. |
Created at: April 9, 2026, 5:42 p.m.