Triple
T4135337
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Costa Coffee |
E85138
|
entity |
| Predicate | loyaltyProgramName |
P37953
|
FINISHED |
| Object |
Costa Club
Costa Club is Costa Coffee’s customer loyalty program that rewards members with points and personalized offers for their purchases.
|
E414387
|
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: Costa Club | Statement: [Costa Coffee, loyaltyProgramName, Costa Club]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Costa Club Context triple: [Costa Coffee, loyaltyProgramName, Costa Club]
-
A.
Bar Riva
Bar Riva is an open-air, Mediterranean-inspired poolside bar and lounge located at Disney’s Riviera Resort, offering cocktails and light bites in a relaxed, seaside-themed setting.
-
B.
Cocoa House
Cocoa House is a historic high-rise building in Ibadan, Nigeria, renowned as one of West Africa’s earliest skyscrapers and a symbol of the region’s cocoa-driven economic boom.
-
C.
United Club
United Club is United Airlines’ network of airport lounges offering travelers comfortable seating, complimentary snacks and drinks, workspaces, and other amenities in airports worldwide.
-
D.
Café Sebastienne
Café Sebastienne is the on-site restaurant at Kansas City’s Kemper Museum of Contemporary Art, known for its art-filled dining space and contemporary American cuisine.
-
E.
Federico Caffè
Federico Caffè was an influential Italian economist and academic known for his work on welfare economics, Keynesian theory, and social justice in economic policy.
- 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: Costa Club Triple: [Costa Coffee, loyaltyProgramName, Costa Club]
Generated description
Costa Club is Costa Coffee’s customer loyalty program that rewards members with points and personalized offers for their purchases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Costa Club Target entity description: Costa Club is Costa Coffee’s customer loyalty program that rewards members with points and personalized offers for their purchases.
-
A.
Bar Riva
Bar Riva is an open-air, Mediterranean-inspired poolside bar and lounge located at Disney’s Riviera Resort, offering cocktails and light bites in a relaxed, seaside-themed setting.
-
B.
Cocoa House
Cocoa House is a historic high-rise building in Ibadan, Nigeria, renowned as one of West Africa’s earliest skyscrapers and a symbol of the region’s cocoa-driven economic boom.
-
C.
United Club
United Club is United Airlines’ network of airport lounges offering travelers comfortable seating, complimentary snacks and drinks, workspaces, and other amenities in airports worldwide.
-
D.
Café Sebastienne
Café Sebastienne is the on-site restaurant at Kansas City’s Kemper Museum of Contemporary Art, known for its art-filled dining space and contemporary American cuisine.
-
E.
Federico Caffè
Federico Caffè was an influential Italian economist and academic known for his work on welfare economics, Keynesian theory, and social justice in economic policy.
- 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_69aed935ccd881909dc61f81bcdb7a78 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af023190608190bcc929c5996b7378 |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576c75e5c8190acc4ee72cb574432 |
completed | March 14, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69b57799f22481908cfda7e620a77187 |
completed | March 14, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b578003dd48190b9264fd834cffbdf |
completed | March 14, 2026, 3 p.m. |
Created at: March 9, 2026, 3:43 p.m.