Triple
T16848214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Bear |
E409599
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Carmen "Carmy" Berzatto
Carmen "Carmy" Berzatto is a talented but troubled fine-dining chef who returns home to run his late brother’s struggling Chicago sandwich shop in the television series *The Bear*.
|
E1236196
|
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: Carmen "Carmy" Berzatto | Statement: [The Bear, mainCharacter, Carmen "Carmy" Berzatto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carmen "Carmy" Berzatto Context triple: [The Bear, mainCharacter, Carmen "Carmy" Berzatto]
-
A.
Carmine Lorenzo
Carmine Lorenzo is the antagonistic airport police chief in the action film "Die Hard 2," known for clashing with John McClane during a terrorist crisis.
-
B.
Tino Santoni
Tino Santoni was an Italian cinematographer known for his work on mid-20th-century Italian films.
-
C.
Carmine Orrico
Carmine Orrico, better known by his stage name John Saxon, was an American actor recognized for his roles in Westerns, horror films, and martial arts movies such as "Enter the Dragon" and "A Nightmare on Elm Street."
-
D.
Louis Delfino
Louis Delfino was a French fighter ace and senior Air Force officer who became one of the most prominent leaders of the famed Normandie‑Niémen Regiment during and after World War II.
-
E.
Val Ferrera
Val Ferrera is a remote alpine valley in southeastern Switzerland known for its rugged mountain scenery and traditional villages.
- 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: Carmen "Carmy" Berzatto Triple: [The Bear, mainCharacter, Carmen "Carmy" Berzatto]
Generated description
Carmen "Carmy" Berzatto is a talented but troubled fine-dining chef who returns home to run his late brother’s struggling Chicago sandwich shop in the television series *The Bear*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carmen "Carmy" Berzatto Target entity description: Carmen "Carmy" Berzatto is a talented but troubled fine-dining chef who returns home to run his late brother’s struggling Chicago sandwich shop in the television series *The Bear*.
-
A.
Carmine Lorenzo
Carmine Lorenzo is the antagonistic airport police chief in the action film "Die Hard 2," known for clashing with John McClane during a terrorist crisis.
-
B.
Tino Santoni
Tino Santoni was an Italian cinematographer known for his work on mid-20th-century Italian films.
-
C.
Carmine Orrico
Carmine Orrico, better known by his stage name John Saxon, was an American actor recognized for his roles in Westerns, horror films, and martial arts movies such as "Enter the Dragon" and "A Nightmare on Elm Street."
-
D.
Louis Delfino
Louis Delfino was a French fighter ace and senior Air Force officer who became one of the most prominent leaders of the famed Normandie‑Niémen Regiment during and after World War II.
-
E.
Val Ferrera
Val Ferrera is a remote alpine valley in southeastern Switzerland known for its rugged mountain scenery and traditional villages.
- 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_69d883952b048190887740a980b712ed |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b376bac48190ae09f29a28c55f8c |
completed | April 18, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb1d555c8190883c82e562b7bfe9 |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bbb628208190b0be62a333e7e442 |
completed | May 10, 2026, 5:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bc3a4b888190bd190b9330e2777d |
completed | May 10, 2026, 5:11 p.m. |
Created at: April 10, 2026, 5:24 a.m.