Triple
T17630050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bershad |
E429949
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Sheldon Leonard Bershad
Sheldon Leonard Bershad, better known as Sheldon Leonard, was an American actor, director, and producer renowned for his tough-guy roles in classic films and for producing influential television shows such as The Andy Griffith Show and The Dick Van Dyke Show.
|
E1293061
|
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: Sheldon Leonard Bershad | Statement: [Bershad, usedBy, Sheldon Leonard Bershad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheldon Leonard Bershad Context triple: [Bershad, usedBy, Sheldon Leonard Bershad]
-
A.
Sheldon Leonard Berman
Sheldon Leonard Berman, better known as Shelley Berman, was an American comedian, actor, writer, and pioneering stand-up performer famed for his observational, often neurotic monologues.
-
B.
Leonard Gershe
Leonard Gershe was an American playwright and screenwriter best known for his work on stage and film musicals, including the screenplay for "Funny Face."
-
C.
Mort Engelberg
Mort Engelberg is an American film producer and production manager known for his work on movies such as the 1980 thriller "Inferno."
-
D.
Seymour Horowitz
Seymour Horowitz, better known professionally as Cy Howard, was an American producer, director, and writer noted for his work in radio, film, and television comedy.
-
E.
Jack Shulman
Jack Shulman is the son of American actress Anne Hathaway and her husband, actor and businessman Adam Shulman.
- 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: Sheldon Leonard Bershad Triple: [Bershad, usedBy, Sheldon Leonard Bershad]
Generated description
Sheldon Leonard Bershad, better known as Sheldon Leonard, was an American actor, director, and producer renowned for his tough-guy roles in classic films and for producing influential television shows such as The Andy Griffith Show and The Dick Van Dyke Show.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheldon Leonard Bershad Target entity description: Sheldon Leonard Bershad, better known as Sheldon Leonard, was an American actor, director, and producer renowned for his tough-guy roles in classic films and for producing influential television shows such as The Andy Griffith Show and The Dick Van Dyke Show.
-
A.
Sheldon Leonard Berman
Sheldon Leonard Berman, better known as Shelley Berman, was an American comedian, actor, writer, and pioneering stand-up performer famed for his observational, often neurotic monologues.
-
B.
Leonard Gershe
Leonard Gershe was an American playwright and screenwriter best known for his work on stage and film musicals, including the screenplay for "Funny Face."
-
C.
Mort Engelberg
Mort Engelberg is an American film producer and production manager known for his work on movies such as the 1980 thriller "Inferno."
-
D.
Seymour Horowitz
Seymour Horowitz, better known professionally as Cy Howard, was an American producer, director, and writer noted for his work in radio, film, and television comedy.
-
E.
Jack Shulman
Jack Shulman is the son of American actress Anne Hathaway and her husband, actor and businessman Adam Shulman.
- 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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46dc01b1c819099e3329cfb8cb77f |
completed | April 19, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313aed00c8190b43a9be929889678 |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a03145fd1908190941476c90dc0932f |
completed | May 12, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0314d2fddc8190a6a3805325bcfd45 |
completed | May 12, 2026, 11:53 a.m. |
Created at: April 10, 2026, 5:52 a.m.