Triple
T10514406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freaks and Geeks |
E247994
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object |
Joe Flaherty as Harold Weir
Joe Flaherty as Harold Weir is the strict but loving father character on the cult TV series "Freaks and Geeks," known for his overprotective parenting and darkly humorous cautionary stories.
|
E868260
|
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: Joe Flaherty as Harold Weir | Statement: [Freaks and Geeks, portraysCharacter, Joe Flaherty as Harold Weir]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Flaherty as Harold Weir Context triple: [Freaks and Geeks, portraysCharacter, Joe Flaherty as Harold Weir]
-
A.
Phil Silvers as Herb Blake
Phil Silvers as Herb Blake is a comic supporting character in the 1950 musical film "Summer Stock," showcasing Silvers’ trademark fast-talking, wisecracking style.
-
B.
Brian Kerwin as Hank Mitchell
Brian Kerwin as Hank Mitchell refers to the character of a heroic adventurer and love interest played by Brian Kerwin in the 1986 monster film "King Kong Lives."
-
C.
Kevin Spacey as Dave Harken
Kevin Spacey as Dave Harken is the sadistic, manipulative corporate boss and primary antagonist in the dark comedy film "Horrible Bosses."
-
D.
Lloyd Bridges as Steve McCroskey
Lloyd Bridges as Steve McCroskey is the harried, increasingly frazzled air traffic control supervisor whose escalating declarations about what he’s “picked the wrong week” to quit provide one of the running gags in the disaster-movie spoof Airplane!.
-
E.
Anthony Carrigan as NoHo Hank
Anthony Carrigan as NoHo Hank is a beloved, scene-stealing Chechen mobster character from the dark comedy TV series "Barry," known for his upbeat personality and eccentric charm.
- 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: Joe Flaherty as Harold Weir Triple: [Freaks and Geeks, portraysCharacter, Joe Flaherty as Harold Weir]
Generated description
Joe Flaherty as Harold Weir is the strict but loving father character on the cult TV series "Freaks and Geeks," known for his overprotective parenting and darkly humorous cautionary stories.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Flaherty as Harold Weir Target entity description: Joe Flaherty as Harold Weir is the strict but loving father character on the cult TV series "Freaks and Geeks," known for his overprotective parenting and darkly humorous cautionary stories.
-
A.
Phil Silvers as Herb Blake
Phil Silvers as Herb Blake is a comic supporting character in the 1950 musical film "Summer Stock," showcasing Silvers’ trademark fast-talking, wisecracking style.
-
B.
Brian Kerwin as Hank Mitchell
Brian Kerwin as Hank Mitchell refers to the character of a heroic adventurer and love interest played by Brian Kerwin in the 1986 monster film "King Kong Lives."
-
C.
Kevin Spacey as Dave Harken
Kevin Spacey as Dave Harken is the sadistic, manipulative corporate boss and primary antagonist in the dark comedy film "Horrible Bosses."
-
D.
Lloyd Bridges as Steve McCroskey
Lloyd Bridges as Steve McCroskey is the harried, increasingly frazzled air traffic control supervisor whose escalating declarations about what he’s “picked the wrong week” to quit provide one of the running gags in the disaster-movie spoof Airplane!.
-
E.
Anthony Carrigan as NoHo Hank
Anthony Carrigan as NoHo Hank is a beloved, scene-stealing Chechen mobster character from the dark comedy TV series "Barry," known for his upbeat personality and eccentric charm.
- 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_69d9107dc8448190998c4044f68a775e |
completed | April 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d911e7d2dc8190a67b2513607fdf98 |
completed | April 10, 2026, 3:06 p.m. |
Created at: April 6, 2026, 12:27 p.m.