Triple
T7217481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grace and Frankie |
E149571
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Frances "Frankie" Bergstein
Frances "Frankie" Bergstein is a free-spirited, eccentric artist and one of the two central women navigating late-in-life upheaval in the comedy series "Grace and Frankie."
|
E649921
|
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: Frances "Frankie" Bergstein | Statement: [Grace and Frankie, mainCharacter, Frances "Frankie" Bergstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances "Frankie" Bergstein Context triple: [Grace and Frankie, mainCharacter, Frances "Frankie" Bergstein]
-
A.
Bernice Frankel
Bernice Frankel, better known by her stage name Bea Arthur, was an American actress and comedian famed for her sharp-witted roles in the television series "Maude" and "The Golden Girls."
-
B.
Minnie Weisz
Minnie Weisz is a British visual artist and photographer known for her atmospheric “camera obscura” works and for being the younger sister of actress Rachel Weisz.
-
C.
Lisa Fruchtman
Lisa Fruchtman is an American film editor known for her work on major films such as "Apocalypse Now" and for winning an Academy Award for Best Film Editing.
-
D.
Bella Rosenfeld
Bella Rosenfeld was a Belarusian-born Jewish writer and the first wife and muse of artist Marc Chagall, who featured her prominently in many of his most famous paintings.
-
E.
Lottie Kaufman
Lottie Kaufman was the wife of pioneering American film producer and Paramount Pictures founder Adolph Zukor.
- 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: Frances "Frankie" Bergstein Triple: [Grace and Frankie, mainCharacter, Frances "Frankie" Bergstein]
Generated description
Frances "Frankie" Bergstein is a free-spirited, eccentric artist and one of the two central women navigating late-in-life upheaval in the comedy series "Grace and Frankie."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frances "Frankie" Bergstein Target entity description: Frances "Frankie" Bergstein is a free-spirited, eccentric artist and one of the two central women navigating late-in-life upheaval in the comedy series "Grace and Frankie."
-
A.
Bernice Frankel
Bernice Frankel, better known by her stage name Bea Arthur, was an American actress and comedian famed for her sharp-witted roles in the television series "Maude" and "The Golden Girls."
-
B.
Minnie Weisz
Minnie Weisz is a British visual artist and photographer known for her atmospheric “camera obscura” works and for being the younger sister of actress Rachel Weisz.
-
C.
Lisa Fruchtman
Lisa Fruchtman is an American film editor known for her work on major films such as "Apocalypse Now" and for winning an Academy Award for Best Film Editing.
-
D.
Bella Rosenfeld
Bella Rosenfeld was a Belarusian-born Jewish writer and the first wife and muse of artist Marc Chagall, who featured her prominently in many of his most famous paintings.
-
E.
Lottie Kaufman
Lottie Kaufman was the wife of pioneering American film producer and Paramount Pictures founder Adolph Zukor.
- 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.