Triple
T11650891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Starbucks mobile app |
E276899
|
entity |
| Predicate | targetUser |
P481
|
FINISHED |
| Object | Starbucks Rewards members |
E56675
|
NE FINISHED |
How this triple was built (2 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: Starbucks Rewards members | Statement: [Starbucks mobile app, targetUser, Starbucks Rewards members]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Starbucks Rewards members Context triple: [Starbucks mobile app, targetUser, Starbucks Rewards members]
-
A.
Starbucks Rewards
chosen
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.
Tims Rewards
Tims Rewards is Tim Hortons’ customer loyalty program that lets guests earn points on purchases and redeem them for free food and beverages.
-
C.
Total Rewards
Total Rewards was the long-running customer loyalty program of Caesars Entertainment’s casinos and resorts, offering members tiered benefits, comps, and exclusive perks before being rebranded as Caesars Rewards.
-
D.
Starbucks mobile app
The Starbucks mobile app is a smartphone application that lets customers order and pay ahead, manage their Starbucks Rewards account, and access personalized offers and features.
-
E.
Starbucks
Starbucks is a global coffeehouse chain and coffee roastery brand known for its specialty coffee drinks and widespread presence in cities around the world.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a2cea9308190a13f7dd995ea07a4 |
completed | April 10, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee8805a91081909ff29b3357e351ee |
completed | April 26, 2026, 9:47 p.m. |
Created at: April 8, 2026, 9:39 p.m.