Triple

T9953912
Position Surface form Disambiguated ID Type / Status
Subject Kwik-E-Mart E195396 entity
Predicate featuredInEpisode P795 FINISHED
Object Much Apu About Nothing
"Much Apu About Nothing" is an episode of the animated television series The Simpsons that satirizes anti-immigrant sentiment and political scapegoating in Springfield.
E830984 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: Much Apu About Nothing | Statement: [Kwik-E-Mart, featuredInEpisode, Much Apu About Nothing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Much Apu About Nothing
Context triple: [Kwik-E-Mart, featuredInEpisode, Much Apu About Nothing]
  • A. The Apu Trilogy
    The Apu Trilogy is a landmark series of three Bengali films by Satyajit Ray that follows the life of a boy named Apu from childhood to adulthood, renowned for its humanism, realism, and profound emotional depth.
  • B. The Kumars at No. 42
    The Kumars at No. 42 is a British comedy series that blends sitcom and talk-show formats, featuring a British-Indian family who host celebrity interviews from their suburban home.
  • C. The Buddha of Suburbia
    The Buddha of Suburbia is a 1993 British television drama miniseries, adapted from Hanif Kureishi’s novel, that explores race, class, and identity in 1970s suburban London.
  • D. Laughing Matter
    Laughing Matter is a studio album by the American experimental rock band Wand, noted for its atmospheric sound and introspective songwriting.
  • E. The Shaggy Man
    The Shaggy Man is a kindly, eccentric wanderer from L. Frank Baum’s Oz series, known for his unkempt appearance, magical love magnet, and loyal friendship with Dorothy and her companions.
  • 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: Much Apu About Nothing
Triple: [Kwik-E-Mart, featuredInEpisode, Much Apu About Nothing]
Generated description
"Much Apu About Nothing" is an episode of the animated television series The Simpsons that satirizes anti-immigrant sentiment and political scapegoating in Springfield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Much Apu About Nothing
Target entity description: "Much Apu About Nothing" is an episode of the animated television series The Simpsons that satirizes anti-immigrant sentiment and political scapegoating in Springfield.
  • A. The Apu Trilogy
    The Apu Trilogy is a landmark series of three Bengali films by Satyajit Ray that follows the life of a boy named Apu from childhood to adulthood, renowned for its humanism, realism, and profound emotional depth.
  • B. The Kumars at No. 42
    The Kumars at No. 42 is a British comedy series that blends sitcom and talk-show formats, featuring a British-Indian family who host celebrity interviews from their suburban home.
  • C. The Buddha of Suburbia
    The Buddha of Suburbia is a 1993 British television drama miniseries, adapted from Hanif Kureishi’s novel, that explores race, class, and identity in 1970s suburban London.
  • D. Laughing Matter
    Laughing Matter is a studio album by the American experimental rock band Wand, noted for its atmospheric sound and introspective songwriting.
  • E. The Shaggy Man
    The Shaggy Man is a kindly, eccentric wanderer from L. Frank Baum’s Oz series, known for his unkempt appearance, magical love magnet, and loyal friendship with Dorothy and her companions.
  • 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_69ca82eaaa008190a54fa1a9f954b9ad completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb694b95481909d049302818e7137 completed April 2, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2294335208190a0483c4e89abb359 completed April 5, 2026, 9:20 a.m.
NEDg Description generation batch_69d22b1a3e548190887b46540614536a completed April 5, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69d22bc3ac5c81908b0696ce94263d36 completed April 5, 2026, 9:30 a.m.
Created at: March 30, 2026, 8:46 p.m.