Triple
T23425696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arby’s |
E560789
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Forrest Raffel
Forrest Raffel was an American entrepreneur best known as the co-founder of the fast-food restaurant chain Arby’s.
|
E1586161
|
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: 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.
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: Forrest Raffel Triple: [Arby’s, foundedBy, Forrest Raffel]
Generated description
Forrest Raffel was an American entrepreneur best known as the co-founder of the fast-food restaurant chain Arby’s.
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 (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_69e2454cb1108190ab21ada5411a7146 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1a54951688190a3c5382971af3e41 |
completed | April 29, 2026, 6:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c67a5972c8190b8f04785bb1817ec |
completed | May 19, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_6a0c7216508c81909bd949d50ee2d48b |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c76e904b08190a5329a3ed56291dc |
completed | May 19, 2026, 2:42 p.m. |
Created at: April 17, 2026, 5:47 p.m.