Triple
T2059915
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barclays (JetBlue credit cards in the U.S.) |
E45767
|
entity |
| Predicate | offersRewardsProgramLinkedTo |
P13356
|
FINISHED |
| Object | TrueBlue loyalty program |
E228333
|
NE FINISHED |
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: TrueBlue loyalty program | Statement: [Barclays (JetBlue credit cards in the U.S.), offersRewardsProgramLinkedTo, TrueBlue loyalty program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TrueBlue loyalty program Context triple: [Barclays (JetBlue credit cards in the U.S.), offersRewardsProgramLinkedTo, TrueBlue loyalty program]
-
A.
Starbucks Rewards
Starbucks Rewards is a customer loyalty program that lets members earn points on purchases to redeem for free drinks, food, and other personalized benefits at Starbucks.
-
B.
Rapid Rewards
Rapid Rewards is Southwest Airlines’ frequent flyer loyalty program that lets members earn points on flights and redeem them for travel and other rewards.
-
C.
TrueBlue
TrueBlue is JetBlue Airways’ frequent flyer loyalty program that rewards members with points for flights and other eligible purchases, redeemable for travel and related benefits.
-
D.
JetBlue TrueBlue program
chosen
The JetBlue TrueBlue program is JetBlue Airways’ frequent flyer loyalty program, offering points earning, redemption, and elite Mosaic status benefits to regular travelers.
-
E.
Matmid Frequent Flyer Club
Matmid Frequent Flyer Club is El Al's loyalty program that rewards frequent flyers with points redeemable for flights, upgrades, and other travel benefits.
- 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: offersRewardsProgramLinkedTo Context triple: [Barclays (JetBlue credit cards in the U.S.), offersRewardsProgramLinkedTo, TrueBlue loyalty program]
-
A.
allianceProgram
Indicates a formal cooperative relationship or partnership established between entities under a shared alliance framework or program.
-
B.
hasMembershipProgram
chosen
Indicates that an entity offers or participates in a structured membership program, typically providing special access, benefits, or services to enrolled members.
-
C.
loyaltyProgramEarnings
Indicates the amount or details of rewards or benefits a participant accrues within a loyalty or rewards program.
-
D.
supportsLoyaltyCards
Indicates that an entity provides functionality to accept, manage, or work with loyalty cards for rewards or benefits.
-
E.
offersProgram
Indicates that an entity provides or makes available a specific program (such as a course, curriculum, or initiative).
- F. None of above.
Provenance (4 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_69a8891a19508190a12ef1e192308dcb |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9cfdac88190b8b7af1bfea6a78e |
completed | March 7, 2026, 5:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae271cb26c81908664f4c26f4fb5ea |
completed | March 9, 2026, 1:49 a.m. |
| PD | Predicate disambiguation | batch_69abb7ad5a7c8190b92575d6053b3fb7 |
completed | March 7, 2026, 5:29 a.m. |
Created at: March 4, 2026, 7:40 p.m.