Triple
T12474562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qantas Frequent Flyer |
E298142
|
entity |
| Predicate | rewardCurrency |
P245
|
FINISHED |
| Object |
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.
|
E985280
|
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 Points | Statement: [Qantas Frequent Flyer, rewardCurrency, Qantas Points]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qantas Points Context triple: [Qantas Frequent Flyer, rewardCurrency, Qantas Points]
-
A.
Qantas Frequent Flyer
Qantas Frequent Flyer is the loyalty program of Qantas Airways that rewards members with points and status benefits for flying and everyday spending.
-
B.
Avios
Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
-
C.
Aeroplan points
Aeroplan points are the rewards currency of Air Canada’s Aeroplan loyalty program, redeemable for flights, upgrades, and other travel-related benefits.
-
D.
Emirates Skywards
Emirates Skywards is the loyalty program of Emirates airline, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards.
-
E.
SkyMiles
SkyMiles is Delta Air Lines’ frequent flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel 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 Points Triple: [Qantas Frequent Flyer, rewardCurrency, Qantas Points]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qantas Points Target entity description: 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.
-
A.
Qantas Frequent Flyer
Qantas Frequent Flyer is the loyalty program of Qantas Airways that rewards members with points and status benefits for flying and everyday spending.
-
B.
Avios
Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
-
C.
Aeroplan points
Aeroplan points are the rewards currency of Air Canada’s Aeroplan loyalty program, redeemable for flights, upgrades, and other travel-related benefits.
-
D.
Emirates Skywards
Emirates Skywards is the loyalty program of Emirates airline, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards.
-
E.
SkyMiles
SkyMiles is Delta Air Lines’ frequent flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel 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_69d6ada270808190b1a2b2e7b02bb426 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dcb194c81908b5e0320ddfd463c |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f25462881908dccb831b474875d |
completed | May 2, 2026, 6:15 p.m. |
| NEDg | Description generation | batch_69f64278823c81908db729497000a2e4 |
completed | May 2, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f643089abc8190b366e777ef48982a |
completed | May 2, 2026, 6:31 p.m. |
Created at: April 8, 2026, 9:56 p.m.