Triple
T20476680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CommutAir |
E502332
|
entity |
| Predicate | loyaltyProgramUsed |
P37953
|
FINISHED |
| Object | United MileagePlus |
—
|
NE NERFINISHED |
How this triple was built (3 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: United MileagePlus | Statement: [CommutAir, loyaltyProgramUsed, United MileagePlus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United MileagePlus Context triple: [CommutAir, loyaltyProgramUsed, United MileagePlus]
-
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.
United Airlines MileagePlus
chosen
United Airlines MileagePlus is United Airlines’ frequent-flyer loyalty program that rewards members with miles, elite status tiers, and travel benefits across United and its partner airlines.
-
C.
AAdvantage
AAdvantage is American Airlines’ frequent-flyer loyalty program, offering members miles, elite status, and travel-related rewards.
-
D.
PhoenixMiles
PhoenixMiles is the loyalty and rewards program that allows Shenzhen Airlines passengers to earn and redeem miles for flights and related travel benefits.
-
E.
MileagePlus
MileagePlus is United Airlines’ loyalty program that rewards members with miles and elite benefits for flying and partner activity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: loyaltyProgramUsed Context triple: [CommutAir, loyaltyProgramUsed, United MileagePlus]
-
A.
loyaltyProgramAccess
Indicates that an entity is granted rights or eligibility to participate in a specific loyalty or rewards program.
-
B.
hasLoyalties
Indicates that an entity feels allegiance or commitment toward one or more other entities or causes.
-
C.
loyaltyProgramType
Indicates the specific category or kind of loyalty program associated with an entity (such as points-based, tiered, or subscription-based).
-
D.
loyaltyProgramName
chosen
Indicates that an entity is associated with or identified by the name of a specific loyalty or rewards program.
-
E.
loyaltyIncentive
Indicates a relationship where benefits or rewards are provided to encourage or recognize continued commitment or repeat engagement.
- F. None of above.
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_69e0b4af32848190aea80682b44d5d6e |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6996584648190a1a6dfcb57782b7f |
completed | April 20, 2026, 9:23 p.m. |
| PD | Predicate disambiguation | batch_69e5768372988190b08ef8ae67d42ab6 |
completed | April 20, 2026, 12:42 a.m. |
Created at: April 16, 2026, 11:34 a.m.