Triple

T16022249
Position Surface form Disambiguated ID Type / Status
Subject Sam Weir E388629 entity
Predicate lastAppearance P16814 FINISHED
Object Freaks and Geeks episode "Discos and Dragons"
"Discos and Dragons" is the series finale of the cult TV show Freaks and Geeks, wrapping up the coming-of-age stories of its high school characters with a focus on change, identity, and unexpected connections.
 E1190508 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 "Discos and Dragons" | Statement: [Sam Weir, lastAppearance, Freaks and Geeks episode "Discos and Dragons"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freaks and Geeks episode "Discos and Dragons"
Context triple: [Sam Weir, lastAppearance, Freaks and Geeks episode "Discos and Dragons"]
  • 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. 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.
  • C. 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.
  • D. New Girl episode "Kryptonite"
    "Kryptonite" is the second episode of the sitcom New Girl, notable for introducing the character Winston Bishop as one of Jess’s loft roommates.
  • E. Family Guy episode "Da Boom"
    "Da Boom" is a notable Family Guy episode that depicts a post-apocalyptic Quahog following Y2K, featuring surreal humor and the introduction of several recurring gags.
  • 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 "Discos and Dragons"
Triple: [Sam Weir, lastAppearance, Freaks and Geeks episode "Discos and Dragons"]
Generated description
"Discos and Dragons" is the series finale of the cult TV show Freaks and Geeks, wrapping up the coming-of-age stories of its high school characters with a focus on change, identity, and unexpected connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freaks and Geeks episode "Discos and Dragons"
Target entity description: "Discos and Dragons" is the series finale of the cult TV show Freaks and Geeks, wrapping up the coming-of-age stories of its high school characters with a focus on change, identity, and unexpected connections.
  • 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. 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.
  • C. 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.
  • D. New Girl episode "Kryptonite"
    "Kryptonite" is the second episode of the sitcom New Girl, notable for introducing the character Winston Bishop as one of Jess’s loft roommates.
  • E. Family Guy episode "Da Boom"
    "Da Boom" is a notable Family Guy episode that depicts a post-apocalyptic Quahog following Y2K, featuring surreal humor and the introduction of several recurring gags.
  • 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_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_69ffdbcfd39c81909bfddfe95f9ad7d2 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdc813208819088519396fa5298a6 completed May 10, 2026, 1:16 a.m.
NED2 Entity disambiguation (via description) batch_69ffdced694c8190a196ae36e5d6a99e completed May 10, 2026, 1:18 a.m.
Created at: April 10, 2026, 4:55 a.m.