Triple
T16022248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sam Weir |
E388629
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object |
Freaks and Geeks episode "Pilot"
The Freaks and Geeks episode "Pilot" is the series’ debut installment that introduces the Weir siblings, their high school social circles, and the show’s blend of heartfelt coming-of-age drama and offbeat comedy.
|
E247994
|
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: Freaks and Geeks episode "Pilot" | Statement: [Sam Weir, firstAppearance, Freaks and Geeks episode "Pilot"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freaks and Geeks episode "Pilot" Context triple: [Sam Weir, firstAppearance, Freaks and Geeks episode "Pilot"]
-
A.
Freaks and Geeks
Freaks and Geeks is a cult-classic American teen comedy-drama television series from the late 1990s that follows the lives of misfit high school students in the 1980s and helped launch the careers of several major actors.
-
B.
"Square Pegs"
"Square Pegs" is an early-1980s American teen sitcom that follows two awkward high school girls trying to fit in with various cliques, noted for its offbeat humor and depiction of adolescent social dynamics.
-
C.
Trailer Park Boys
Trailer Park Boys is a Canadian mockumentary-style comedy series that follows the misadventures of petty criminals living in a Nova Scotia trailer park.
-
D.
Family Guy episode "Emission Impossible"
"Emission Impossible" is a fourth-season episode of the animated sitcom Family Guy that follows Stewie’s attempts to prevent his parents from having another baby.
-
E.
Family Guy episode "A Hero Sits Next Door"
"A Hero Sits Next Door" is an early episode of the animated sitcom Family Guy in which the Griffins get a new neighbor who becomes Peter’s coworker and leads to a series of misadventures.
- 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: Freaks and Geeks episode "Pilot" Triple: [Sam Weir, firstAppearance, Freaks and Geeks episode "Pilot"]
Generated description
The Freaks and Geeks episode "Pilot" is the series’ debut installment that introduces the Weir siblings, their high school social circles, and the show’s blend of heartfelt coming-of-age drama and offbeat comedy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Freaks and Geeks episode "Pilot" Target entity description: The Freaks and Geeks episode "Pilot" is the series’ debut installment that introduces the Weir siblings, their high school social circles, and the show’s blend of heartfelt coming-of-age drama and offbeat comedy.
-
A.
Freaks and Geeks
chosen
Freaks and Geeks is a cult-classic American teen comedy-drama television series from the late 1990s that follows the lives of misfit high school students in the 1980s and helped launch the careers of several major actors.
-
B.
"Square Pegs"
"Square Pegs" is an early-1980s American teen sitcom that follows two awkward high school girls trying to fit in with various cliques, noted for its offbeat humor and depiction of adolescent social dynamics.
-
C.
Trailer Park Boys
Trailer Park Boys is a Canadian mockumentary-style comedy series that follows the misadventures of petty criminals living in a Nova Scotia trailer park.
-
D.
Family Guy episode "Emission Impossible"
"Emission Impossible" is a fourth-season episode of the animated sitcom Family Guy that follows Stewie’s attempts to prevent his parents from having another baby.
-
E.
Family Guy episode "A Hero Sits Next Door"
"A Hero Sits Next Door" is an early episode of the animated sitcom Family Guy in which the Griffins get a new neighbor who becomes Peter’s coworker and leads to a series of misadventures.
- F. None of above.
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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e18323fc0881908bab7126d9ccf67d |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf2f7c4c8190b1290ac28aad8cd0 |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffd065cb948190b0ad7e89a12ce535 |
completed | May 10, 2026, 12:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd1a52de08190a7b283af83be1f42 |
completed | May 10, 2026, 12:30 a.m. |
Created at: April 10, 2026, 4:55 a.m.