Triple
T9452288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panera Bread |
E227921
|
entity |
| Predicate | loyaltyProgram |
P178
|
FINISHED |
| Object |
MyPanera
MyPanera is Panera Bread’s customer loyalty program that offers members personalized rewards, discounts, and exclusive offers based on their purchases.
|
E227921
|
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: MyPanera | Statement: [Panera Bread, loyaltyProgram, MyPanera]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MyPanera Context triple: [Panera Bread, loyaltyProgram, MyPanera]
-
A.
GrabFood
GrabFood is a Southeast Asian on-demand food delivery service integrated into the Grab super app, connecting users with restaurants and couriers for meal orders and delivery.
-
B.
Everything POP Shopping & Dining food court
Everything POP Shopping & Dining food court is a casual, themed quick-service dining and retail area at Disney’s Pop Century Resort offering a variety of food options and merchandise for guests.
-
C.
Panera Bread
Panera Bread is a popular American fast-casual restaurant and bakery chain known for its soups, salads, sandwiches, and freshly baked bread.
-
D.
Foodpanda
Foodpanda is an online food and grocery delivery platform operating across multiple countries, connecting customers with restaurants and shops via its app and website.
-
E.
GoFood
GoFood is Gojek’s on-demand food delivery platform that connects users with a wide range of restaurants and food vendors.
- 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: MyPanera Triple: [Panera Bread, loyaltyProgram, MyPanera]
Generated description
MyPanera is Panera Bread’s customer loyalty program that offers members personalized rewards, discounts, and exclusive offers based on their purchases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MyPanera Target entity description: MyPanera is Panera Bread’s customer loyalty program that offers members personalized rewards, discounts, and exclusive offers based on their purchases.
-
A.
GrabFood
GrabFood is a Southeast Asian on-demand food delivery service integrated into the Grab super app, connecting users with restaurants and couriers for meal orders and delivery.
-
B.
Everything POP Shopping & Dining food court
Everything POP Shopping & Dining food court is a casual, themed quick-service dining and retail area at Disney’s Pop Century Resort offering a variety of food options and merchandise for guests.
-
C.
Panera Bread
chosen
Panera Bread is a popular American fast-casual restaurant and bakery chain known for its soups, salads, sandwiches, and freshly baked bread.
-
D.
Foodpanda
Foodpanda is an online food and grocery delivery platform operating across multiple countries, connecting customers with restaurants and shops via its app and website.
-
E.
GoFood
GoFood is Gojek’s on-demand food delivery platform that connects users with a wide range of restaurants and food vendors.
- F. None of above.
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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f68f9b081908bee041d4fc77e57 |
completed | April 1, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12272a2dc8190892a22db0799b6a4 |
completed | April 4, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69d12395841c8190857de8a50ab6345c |
completed | April 4, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1275bcbd88190a5742a9cf802425a |
completed | April 4, 2026, 2:59 p.m. |
Created at: March 30, 2026, 7:52 p.m.