Triple
T9972686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FRONTIER Miles |
E196246
|
entity |
| Predicate | loyaltyCurrency |
P9554
|
FINISHED |
| Object |
Frontier miles
Frontier miles are the frequent-flyer reward points earned and redeemed through Frontier Airlines’ loyalty program for flights and related travel benefits.
|
E832280
|
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: Frontier miles | Statement: [FRONTIER Miles, loyaltyCurrency, Frontier miles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frontier miles Context triple: [FRONTIER Miles, loyaltyCurrency, Frontier miles]
-
A.
SkyMiles
SkyMiles is Delta Air Lines’ frequent flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel rewards.
-
B.
PhoenixMiles
PhoenixMiles is the loyalty and rewards program that allows Shenzhen Airlines passengers to earn and redeem miles for flights and related travel benefits.
-
C.
Eastern Miles points
Eastern Miles points are the frequent flyer reward currency earned and redeemed by members of China Eastern Airlines’ loyalty program for flights and related services.
-
D.
MileagePlus
MileagePlus is United Airlines’ loyalty program that rewards members with miles and elite benefits for flying and partner activity.
-
E.
Air Miles (in the UK market)
Air Miles was a popular UK travel rewards loyalty scheme that allowed members to collect points from everyday spending and redeem them for flights and other travel-related benefits.
- 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: Frontier miles Triple: [FRONTIER Miles, loyaltyCurrency, Frontier miles]
Generated description
Frontier miles are the frequent-flyer reward points earned and redeemed through Frontier Airlines’ loyalty program for flights and related travel benefits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frontier miles Target entity description: Frontier miles are the frequent-flyer reward points earned and redeemed through Frontier Airlines’ loyalty program for flights and related travel benefits.
-
A.
SkyMiles
SkyMiles is Delta Air Lines’ frequent flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel rewards.
-
B.
PhoenixMiles
PhoenixMiles is the loyalty and rewards program that allows Shenzhen Airlines passengers to earn and redeem miles for flights and related travel benefits.
-
C.
Eastern Miles points
Eastern Miles points are the frequent flyer reward currency earned and redeemed by members of China Eastern Airlines’ loyalty program for flights and related services.
-
D.
MileagePlus
MileagePlus is United Airlines’ loyalty program that rewards members with miles and elite benefits for flying and partner activity.
-
E.
Air Miles (in the UK market)
Air Miles was a popular UK travel rewards loyalty scheme that allowed members to collect points from everyday spending and redeem them for flights and other travel-related benefits.
- 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_69ca82eea2b88190a0e511d21a31f386 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb7bb03688190a3f4fc1988b8fafa |
completed | April 2, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23dd3e47c819095fef68b9939ec19 |
completed | April 5, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69d23eb2971c8190bcdbc31b4ef19816 |
completed | April 5, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d240d7b7e881909183d7c33bd8cb5b |
completed | April 5, 2026, 11 a.m. |
Created at: March 30, 2026, 8:48 p.m.