Triple
T10514396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freaks and Geeks |
E247994
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Bill Haverchuck
Bill Haverchuck is a socially awkward, deadpan, and endearingly nerdy high school student from the cult TV series "Freaks and Geeks," known for his love of comedy, sci-fi, and Dungeons & Dragons.
|
E933014
|
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: Bill Haverchuck | Statement: [Freaks and Geeks, mainCharacter, Bill Haverchuck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Haverchuck Context triple: [Freaks and Geeks, mainCharacter, Bill Haverchuck]
-
A.
Bill Wittliff
Bill Wittliff was an American screenwriter, author, and photographer best known for adapting and writing acclaimed Western-themed films and television miniseries.
-
B.
Buck Houghton
Buck Houghton was an American television producer best known for his work on the original series of The Twilight Zone.
-
C.
Ted Daughety
Ted Daughety is an American physician and pulmonologist best known as the husband of Kansas Governor Laura Kelly.
-
D.
Donald Blye
Donald Blye is a character in the television series "NCIS: Los Angeles," known primarily as the father of Special Agent Kensi Blye and a former Marine whose mysterious past plays a key role in her backstory.
-
E.
Jim Hutton
Jim Hutton was an American actor best known for his lanky, affable screen presence in 1960s comedies and for playing the title role in the TV series "Ellery Queen."
- 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: Bill Haverchuck Triple: [Freaks and Geeks, mainCharacter, Bill Haverchuck]
Generated description
Bill Haverchuck is a socially awkward, deadpan, and endearingly nerdy high school student from the cult TV series "Freaks and Geeks," known for his love of comedy, sci-fi, and Dungeons & Dragons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Haverchuck Target entity description: Bill Haverchuck is a socially awkward, deadpan, and endearingly nerdy high school student from the cult TV series "Freaks and Geeks," known for his love of comedy, sci-fi, and Dungeons & Dragons.
-
A.
Bill Wittliff
Bill Wittliff was an American screenwriter, author, and photographer best known for adapting and writing acclaimed Western-themed films and television miniseries.
-
B.
Buck Houghton
Buck Houghton was an American television producer best known for his work on the original series of The Twilight Zone.
-
C.
Ted Daughety
Ted Daughety is an American physician and pulmonologist best known as the husband of Kansas Governor Laura Kelly.
-
D.
Donald Blye
Donald Blye is a character in the television series "NCIS: Los Angeles," known primarily as the father of Special Agent Kensi Blye and a former Marine whose mysterious past plays a key role in her backstory.
-
E.
Jim Hutton
Jim Hutton was an American actor best known for his lanky, affable screen presence in 1960s comedies and for playing the title role in the TV series "Ellery Queen."
- 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_69e6e6968aec8190a9d1e51ac7e87853 |
completed | April 21, 2026, 2:53 a.m. |
| NEDg | Description generation | batch_69e6ec59994c8190b1de0bec84324fa1 |
completed | April 21, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f8ec88e88190bfa21c2d06d67bd8 |
completed | April 21, 2026, 4:11 a.m. |
Created at: April 6, 2026, 12:27 p.m.