Triple
T7217498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grace and Frankie |
E149571
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Bud Bergstein
Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
|
E649924
|
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: Bud Bergstein | Statement: [Grace and Frankie, hasCharacter, Bud Bergstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bud Bergstein Context triple: [Grace and Frankie, hasCharacter, Bud Bergstein]
-
A.
Larry Berg
Larry Berg is an American businessman and investor best known as a principal owner of Major League Soccer club Los Angeles FC.
-
B.
Bud Brigman
Bud Brigman is the deep-sea oil rig foreman and central protagonist in James Cameron's science fiction film "The Abyss."
-
C.
Stu Bergman
Stu Bergman is a central, long-running character from the classic American daytime soap opera "Search for Tomorrow," known for his role in the show's core family and dramatic storylines.
-
D.
Herb Steinberg
Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work are not clearly documented.
-
E.
Benny Rothman
Benny Rothman was a British political activist and ramblers’ leader best known for spearheading early 20th-century access-to-the-countryside campaigns in England.
- 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: Bud Bergstein Triple: [Grace and Frankie, hasCharacter, Bud Bergstein]
Generated description
Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bud Bergstein Target entity description: Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
-
A.
Larry Berg
Larry Berg is an American businessman and investor best known as a principal owner of Major League Soccer club Los Angeles FC.
-
B.
Bud Brigman
Bud Brigman is the deep-sea oil rig foreman and central protagonist in James Cameron's science fiction film "The Abyss."
-
C.
Stu Bergman
Stu Bergman is a central, long-running character from the classic American daytime soap opera "Search for Tomorrow," known for his role in the show's core family and dramatic storylines.
-
D.
Herb Steinberg
Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work are not clearly documented.
-
E.
Benny Rothman
Benny Rothman was a British political activist and ramblers’ leader best known for spearheading early 20th-century access-to-the-countryside campaigns in England.
- 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_69c687eca814819095abb52316b1af80 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e99170d88190b1aef326a7d81134 |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cbfb46388190992cc98039e71748 |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cce6a290819096ff68333cd3a3cf |
completed | March 28, 2026, 12:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd9966e481909eb3c23bb59777d9 |
completed | March 28, 2026, 12:46 p.m. |
Created at: March 27, 2026, 2:53 p.m.