Triple
T21144664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aramark |
E521021
|
entity |
| Predicate | formerName |
P65
|
FINISHED |
| Object | Automatic Retailers of America |
—
|
NE NERFINISHED |
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: Automatic Retailers of America | Statement: [Aramark, formerName, Automatic Retailers of America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Automatic Retailers of America Context triple: [Aramark, formerName, Automatic Retailers of America]
-
A.
Marmon Retail Solutions
Marmon Retail Solutions is a business unit within the Marmon Group that provides equipment, fixtures, and integrated solutions for the retail industry.
-
B.
Shoppers Optimum
Shoppers Optimum was a Canadian retail loyalty program associated primarily with Shoppers Drug Mart that allowed customers to earn and redeem points on purchases.
-
C.
Next Retail
Next Retail is the store-based retail division of British clothing and homeware company Next plc, operating its network of physical shops.
-
D.
Circuit City
Circuit City was a major American consumer electronics and appliance retail chain that rose to prominence in the late 20th century before ultimately declaring bankruptcy and closing its stores.
-
E.
Claflin
Claflin is an English surname most notably associated with actor Sam Claflin, known for roles in films such as "The Hunger Games" series and "Me Before You."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Automatic Retailers of America Target entity description: Automatic Retailers of America was the original name of Aramark, a major American food service, facilities, and uniform services provider.
-
A.
Marmon Retail Solutions
Marmon Retail Solutions is a business unit within the Marmon Group that provides equipment, fixtures, and integrated solutions for the retail industry.
-
B.
Shoppers Optimum
Shoppers Optimum was a Canadian retail loyalty program associated primarily with Shoppers Drug Mart that allowed customers to earn and redeem points on purchases.
-
C.
Next Retail
Next Retail is the store-based retail division of British clothing and homeware company Next plc, operating its network of physical shops.
-
D.
Circuit City
Circuit City was a major American consumer electronics and appliance retail chain that rose to prominence in the late 20th century before ultimately declaring bankruptcy and closing its stores.
-
E.
Claflin
Claflin is an English surname most notably associated with actor Sam Claflin, known for roles in films such as "The Hunger Games" series and "Me Before You."
- F. None of above. chosen
Provenance (2 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_69e0b50c6a848190a4e525a77a319b8a |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e723fbb29881909c4036eab46ed440 |
completed | April 21, 2026, 7:15 a.m. |
Created at: April 16, 2026, 2:57 p.m.