Triple
T14766135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Necessary Roughness |
E347000
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Dr. Dani Santino
Dr. Dani Santino is the tough, no-nonsense sports psychologist and single mother who serves as the central protagonist of the TV series "Necessary Roughness."
|
E1119079
|
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: Dr. Dani Santino | Statement: [Necessary Roughness, mainCharacter, Dr. Dani Santino]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Dani Santino Context triple: [Necessary Roughness, mainCharacter, Dr. Dani Santino]
-
A.
Carol Androccio
Carol Androccio is best known as the wife of influential American conceptual and minimalist artist Sol LeWitt.
-
B.
Mel Dinelli
Mel Dinelli was an American playwright and screenwriter best known for his work in film noir and suspense films during the mid-20th century.
-
C.
Loren Molinare
Loren Molinare is an American rock guitarist best known as a founding member of the Detroit hard rock band Little Caesar.
-
D.
Jo Lupo
Jo Lupo is a tough, highly skilled former U.S. Army Ranger who serves as the no-nonsense deputy sheriff in the quirky, science-driven town of Eureka on the TV series "Eureka."
-
E.
Diane Gaeta
Diane Gaeta is an American actress and artist known for her work in film and television as well as her marriage to actor Logan Marshall-Green.
- 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: Dr. Dani Santino Triple: [Necessary Roughness, mainCharacter, Dr. Dani Santino]
Generated description
Dr. Dani Santino is the tough, no-nonsense sports psychologist and single mother who serves as the central protagonist of the TV series "Necessary Roughness."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Dani Santino Target entity description: Dr. Dani Santino is the tough, no-nonsense sports psychologist and single mother who serves as the central protagonist of the TV series "Necessary Roughness."
-
A.
Carol Androccio
Carol Androccio is best known as the wife of influential American conceptual and minimalist artist Sol LeWitt.
-
B.
Mel Dinelli
Mel Dinelli was an American playwright and screenwriter best known for his work in film noir and suspense films during the mid-20th century.
-
C.
Loren Molinare
Loren Molinare is an American rock guitarist best known as a founding member of the Detroit hard rock band Little Caesar.
-
D.
Jo Lupo
Jo Lupo is a tough, highly skilled former U.S. Army Ranger who serves as the no-nonsense deputy sheriff in the quirky, science-driven town of Eureka on the TV series "Eureka."
-
E.
Diane Gaeta
Diane Gaeta is an American actress and artist known for her work in film and television as well as her marriage to actor Logan Marshall-Green.
- 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_69d822e8896c819091169882f9b20486 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7f576c881909da70627f5897c94 |
completed | April 14, 2026, 11:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0cf68d94819093567bc630f67b60 |
completed | May 8, 2026, 4:19 p.m. |
| NEDg | Description generation | batch_69fe1b0056988190b14560470428d895 |
completed | May 8, 2026, 5:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe1b97e8148190b23a555b9f2c7f1f |
completed | May 8, 2026, 5:21 p.m. |
Created at: April 10, 2026, 1:30 a.m.