Triple
T10514395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freaks and Geeks |
E247994
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Neal Schweiber
Neal Schweiber is a witty, fast-talking high school "geek" from the TV series Freaks and Geeks, known for his love of comedy, magic tricks, and awkward attempts at romance.
|
E879363
|
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: Neal Schweiber | Statement: [Freaks and Geeks, mainCharacter, Neal Schweiber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neal Schweiber Context triple: [Freaks and Geeks, mainCharacter, Neal Schweiber]
-
A.
Ted Schlein
Ted Schlein is a prominent American venture capitalist and technology investor known for his long tenure at Kleiner Perkins and his focus on cybersecurity and enterprise software companies.
-
B.
Neal Weinberg
Neal Weinberg is an individual notable enough to be specifically cited as a bearer of the surname Weinberg, though widely recognized biographical or professional details about him are not well documented in major public sources.
-
C.
Neil Siegel
Neil Siegel is a prominent American legal scholar known for his work in constitutional law and theory, including the study of judicial behavior and the separation of powers.
-
D.
Steven Baigelman
Steven Baigelman is an American screenwriter and producer known for his work on biographical and crime dramas in film and television.
-
E.
Michael Bluestein
Michael Bluestein is an American keyboardist and songwriter best known as a longtime member of the rock band Foreigner.
- 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: Neal Schweiber Triple: [Freaks and Geeks, mainCharacter, Neal Schweiber]
Generated description
Neal Schweiber is a witty, fast-talking high school "geek" from the TV series Freaks and Geeks, known for his love of comedy, magic tricks, and awkward attempts at romance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neal Schweiber Target entity description: Neal Schweiber is a witty, fast-talking high school "geek" from the TV series Freaks and Geeks, known for his love of comedy, magic tricks, and awkward attempts at romance.
-
A.
Ted Schlein
Ted Schlein is a prominent American venture capitalist and technology investor known for his long tenure at Kleiner Perkins and his focus on cybersecurity and enterprise software companies.
-
B.
Neal Weinberg
Neal Weinberg is an individual notable enough to be specifically cited as a bearer of the surname Weinberg, though widely recognized biographical or professional details about him are not well documented in major public sources.
-
C.
Neil Siegel
Neil Siegel is a prominent American legal scholar known for his work in constitutional law and theory, including the study of judicial behavior and the separation of powers.
-
D.
Steven Baigelman
Steven Baigelman is an American screenwriter and producer known for his work on biographical and crime dramas in film and television.
-
E.
Michael Bluestein
Michael Bluestein is an American keyboardist and songwriter best known as a longtime member of the rock band Foreigner.
- 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_69d9882acd348190ae3ab2f17c834aef |
completed | April 10, 2026, 11:30 p.m. |
| NEDg | Description generation | batch_69d98c4648288190ab0fb2654bc82c45 |
completed | April 10, 2026, 11:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98ce9ba0c8190a7c62fa670e23705 |
completed | April 10, 2026, 11:51 p.m. |
Created at: April 6, 2026, 12:27 p.m.