Triple
T2152603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Express |
E47812
|
entity |
| Predicate | operatesProgram |
P1688
|
FINISHED |
| Object |
Membership Rewards
Membership Rewards is American Express’s flagship loyalty program that lets cardholders earn points on purchases and redeem them for travel, merchandise, statement credits, and other rewards.
|
E239574
|
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: Membership Rewards | Statement: [American Express, operatesProgram, Membership Rewards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Membership Rewards Context triple: [American Express, operatesProgram, Membership Rewards]
-
A.
myRewards
myRewards is the customer loyalty program of Pilot Flying J truck stops and travel centers, offering members points, discounts, and other perks on fuel, food, and in-store purchases.
-
B.
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.
-
C.
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.
-
D.
Medallion Qualification Miles
Medallion Qualification Miles are Delta Air Lines’ status-earning miles used to determine a SkyMiles member’s Medallion elite tier each year.
-
E.
Membership Committee
The Membership Committee is a group within the Society of Rheology responsible for overseeing member recruitment, engagement, and related membership affairs.
- 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: Membership Rewards Triple: [American Express, operatesProgram, Membership Rewards]
Generated description
Membership Rewards is American Express’s flagship loyalty program that lets cardholders earn points on purchases and redeem them for travel, merchandise, statement credits, and other rewards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Membership Rewards Target entity description: Membership Rewards is American Express’s flagship loyalty program that lets cardholders earn points on purchases and redeem them for travel, merchandise, statement credits, and other rewards.
-
A.
myRewards
myRewards is the customer loyalty program of Pilot Flying J truck stops and travel centers, offering members points, discounts, and other perks on fuel, food, and in-store purchases.
-
B.
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.
-
C.
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.
-
D.
Medallion Qualification Miles
Medallion Qualification Miles are Delta Air Lines’ status-earning miles used to determine a SkyMiles member’s Medallion elite tier each year.
-
E.
Membership Committee
The Membership Committee is a group within the Society of Rheology responsible for overseeing member recruitment, engagement, and related membership affairs.
- 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_69a88a1d1fd8819088b34990d69a712f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe48ad148190a7d6cc88fd38a660 |
completed | March 7, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58e0e1b481909545e8e6d861adfd |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae5a2e43608190986798e05bd7a2e9 |
completed | March 9, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a8ddf848190be8bdf99bb2c81a5 |
completed | March 9, 2026, 5:28 a.m. |
Created at: March 4, 2026, 7:44 p.m.