Triple
T13695123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blunt Talk |
E328363
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Shelly Forbes
Shelly Forbes is a fictional character from the television comedy series "Blunt Talk."
|
E1054580
|
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: Shelly Forbes | Statement: [Blunt Talk, character, Shelly Forbes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shelly Forbes Context triple: [Blunt Talk, character, Shelly Forbes]
-
A.
Shelly Sterling
Shelly Sterling is an American businesswoman and philanthropist best known for her longtime co-ownership of the NBA’s Los Angeles Clippers and her high-profile role in the forced sale of the team following her husband Donald Sterling’s lifetime league ban.
-
B.
Amy Ferson
Amy Ferson is an American journalist and commentator best known as the first wife of television personality and news anchor T. J. Holmes.
-
C.
Shelley Meyer
Shelley Meyer is an American nurse and mental health advocate best known as the wife of former college football coach Urban Meyer and for her public role supporting players’ families and wellness initiatives.
-
D.
Shiri Appleby
Shiri Appleby is an American actress best known for her lead role in the TV series "Roswell" and her later work on shows like "UnREAL."
-
E.
Lisa Townsend
Lisa Townsend is the elected Police and Crime Commissioner responsible for overseeing policing strategy and accountability in Surrey, 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: Shelly Forbes Triple: [Blunt Talk, character, Shelly Forbes]
Generated description
Shelly Forbes is a fictional character from the television comedy series "Blunt Talk."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shelly Forbes Target entity description: Shelly Forbes is a fictional character from the television comedy series "Blunt Talk."
-
A.
Shelly Sterling
Shelly Sterling is an American businesswoman and philanthropist best known for her longtime co-ownership of the NBA’s Los Angeles Clippers and her high-profile role in the forced sale of the team following her husband Donald Sterling’s lifetime league ban.
-
B.
Amy Ferson
Amy Ferson is an American journalist and commentator best known as the first wife of television personality and news anchor T. J. Holmes.
-
C.
Shelley Meyer
Shelley Meyer is an American nurse and mental health advocate best known as the wife of former college football coach Urban Meyer and for her public role supporting players’ families and wellness initiatives.
-
D.
Shiri Appleby
Shiri Appleby is an American actress best known for her lead role in the TV series "Roswell" and her later work on shows like "UnREAL."
-
E.
Lisa Townsend
Lisa Townsend is the elected Police and Crime Commissioner responsible for overseeing policing strategy and accountability in Surrey, 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc8773f388190b2413b1e05fd5fd7 |
completed | April 12, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f794514afc8190b334b1fc74a6cdd5 |
completed | May 3, 2026, 6:30 p.m. |
| NEDg | Description generation | batch_69f795e361c48190b37060312e7df181 |
completed | May 3, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f796e5c60c8190a19389bc4cdbd658 |
completed | May 3, 2026, 6:41 p.m. |
Created at: April 9, 2026, 9:54 p.m.