Triple
T23425696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arby’s |
E560789
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | Forrest Raffel |
—
|
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: Forrest Raffel | Statement: [Arby’s, foundedBy, Forrest Raffel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forrest Raffel Context triple: [Arby’s, foundedBy, Forrest Raffel]
-
A.
Brian Raffel
Brian Raffel is an American video game developer and co-founder of Raven Software, known for his leadership on titles such as the Heretic and Hexen series.
-
B.
Andrew DeRoberts
Andrew DeRoberts is a music producer and songwriter known for his work in contemporary country music.
-
C.
Ben H. Carpenter
Ben H. Carpenter was a prominent Texas real estate developer best known for master-planning and creating the Las Colinas mixed-use urban center in Irving.
-
D.
Robert Treuhaft
Robert Treuhaft was an American labor and civil rights attorney known for his leftist activism and partnership, both personal and professional, with writer Jessica Mitford.
-
E.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
- 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: Forrest Raffel Target entity description: Forrest Raffel was an American entrepreneur best known as the co-founder of the fast-food restaurant chain Arby’s.
-
A.
Brian Raffel
Brian Raffel is an American video game developer and co-founder of Raven Software, known for his leadership on titles such as the Heretic and Hexen series.
-
B.
Andrew DeRoberts
Andrew DeRoberts is a music producer and songwriter known for his work in contemporary country music.
-
C.
Ben H. Carpenter
Ben H. Carpenter was a prominent Texas real estate developer best known for master-planning and creating the Las Colinas mixed-use urban center in Irving.
-
D.
Robert Treuhaft
Robert Treuhaft was an American labor and civil rights attorney known for his leftist activism and partnership, both personal and professional, with writer Jessica Mitford.
-
E.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
- 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_69e2454cb1108190ab21ada5411a7146 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1a54951688190a3c5382971af3e41 |
completed | April 29, 2026, 6:29 a.m. |
Created at: April 17, 2026, 5:47 p.m.