Triple
T10514391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freaks and Geeks |
E247994
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Daniel Desario
Daniel Desario is a charismatic but troubled high school "freak" portrayed by James Franco in the cult TV series Freaks and Geeks.
|
E869189
|
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: Daniel Desario | Statement: [Freaks and Geeks, mainCharacter, Daniel Desario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Desario Context triple: [Freaks and Geeks, mainCharacter, Daniel Desario]
-
A.
Daniel Nigro
Daniel Nigro is an American songwriter and producer known for his work with prominent pop and indie artists, including co-writing and producing hits for Olivia Rodrigo.
-
B.
Dan Silva
Dan Silva is a software developer best known for creating the influential bitmap graphics editor Deluxe Paint, widely used in the late 1980s and early 1990s for computer art and game graphics.
-
C.
Nicholas D'Agosto
Nicholas D'Agosto is an American actor known for his roles in television series such as "Masters of Sex" and "Heroes," as well as films like "Final Destination 5."
-
D.
Jonathan Del Arco
Jonathan Del Arco is a Uruguayan-American actor and activist best known for his role as the Borg drone Hugh on Star Trek: The Next Generation and Star Trek: Picard.
-
E.
Julian Farino
Julian Farino is a British television and film director and producer best known for his work on acclaimed series such as HBO's Entourage.
- 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: Daniel Desario Triple: [Freaks and Geeks, mainCharacter, Daniel Desario]
Generated description
Daniel Desario is a charismatic but troubled high school "freak" portrayed by James Franco in the cult TV series Freaks and Geeks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Desario Target entity description: Daniel Desario is a charismatic but troubled high school "freak" portrayed by James Franco in the cult TV series Freaks and Geeks.
-
A.
Daniel Nigro
Daniel Nigro is an American songwriter and producer known for his work with prominent pop and indie artists, including co-writing and producing hits for Olivia Rodrigo.
-
B.
Dan Silva
Dan Silva is a software developer best known for creating the influential bitmap graphics editor Deluxe Paint, widely used in the late 1980s and early 1990s for computer art and game graphics.
-
C.
Nicholas D'Agosto
Nicholas D'Agosto is an American actor known for his roles in television series such as "Masters of Sex" and "Heroes," as well as films like "Final Destination 5."
-
D.
Jonathan Del Arco
Jonathan Del Arco is a Uruguayan-American actor and activist best known for his role as the Borg drone Hugh on Star Trek: The Next Generation and Star Trek: Picard.
-
E.
Julian Farino
Julian Farino is a British television and film director and producer best known for his work on acclaimed series such as HBO's Entourage.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509cade0c81908fcbd54a90106bf9 |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90df141488190a2674546aa437de8 |
completed | April 10, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_69d9107c75108190994939ab46aa642f |
completed | April 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9154c922c81909991f87f89c083cd |
completed | April 10, 2026, 3:20 p.m. |
Created at: April 6, 2026, 12:27 p.m.