Triple
T7217483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grace and Frankie |
E149571
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Sol Bergstein
Sol Bergstein is a kind-hearted, neurotic former divorce lawyer who comes out as gay later in life and navigates family, identity, and aging in the comedy series "Grace and Frankie."
|
E690233
|
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: Sol Bergstein | Statement: [Grace and Frankie, mainCharacter, Sol Bergstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sol Bergstein Context triple: [Grace and Frankie, mainCharacter, Sol Bergstein]
-
A.
Benno Levin
Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
-
B.
Gil Goldschein
Gil Goldschein is a television producer and media executive best known for his work on reality TV series, including projects in the Kardashian franchise.
-
C.
Mendel Rosenblum
Mendel Rosenblum is a computer scientist and Stanford professor best known as a co-founder and chief architect of VMware and a pioneer in virtualization technology.
-
D.
Joseph Steinberg
Joseph Steinberg is a cybersecurity expert and author known for his work on information security, privacy, and emerging technologies.
-
E.
Eric Tannenbaum
Eric Tannenbaum is a television producer best known for his work on popular American sitcoms, including serving as an executive producer on "Two and a Half Men."
- 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: Sol Bergstein Triple: [Grace and Frankie, mainCharacter, Sol Bergstein]
Generated description
Sol Bergstein is a kind-hearted, neurotic former divorce lawyer who comes out as gay later in life and navigates family, identity, and aging in the comedy series "Grace and Frankie."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sol Bergstein Target entity description: Sol Bergstein is a kind-hearted, neurotic former divorce lawyer who comes out as gay later in life and navigates family, identity, and aging in the comedy series "Grace and Frankie."
-
A.
Benno Levin
Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
-
B.
Gil Goldschein
Gil Goldschein is a television producer and media executive best known for his work on reality TV series, including projects in the Kardashian franchise.
-
C.
Mendel Rosenblum
Mendel Rosenblum is a computer scientist and Stanford professor best known as a co-founder and chief architect of VMware and a pioneer in virtualization technology.
-
D.
Joseph Steinberg
Joseph Steinberg is a cybersecurity expert and author known for his work on information security, privacy, and emerging technologies.
-
E.
Eric Tannenbaum
Eric Tannenbaum is a television producer best known for his work on popular American sitcoms, including serving as an executive producer on "Two and a Half Men."
- 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_69c922a94b3881908a3482ca45891df7 |
completed | March 29, 2026, 1:01 p.m. |
| NEDg | Description generation | batch_69c9238e42188190a32b0cc6431c4136 |
completed | March 29, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c923dc37a0819089c372004886a494 |
completed | March 29, 2026, 1:06 p.m. |
Created at: March 27, 2026, 2:53 p.m.