Triple

T14537565
Position Surface form Disambiguated ID Type / Status
Subject The Little Kicks E341087 entity
Predicate plotElement P2762 FINISHED
Object George gains a reputation as a bad boy
"George gains a reputation as a bad boy" is a notable plot development in the Seinfeld episode "The Little Kicks," where George Costanza’s accidental image makeover leads to unexpected social and romantic attention.
E1104498 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: George gains a reputation as a bad boy | Statement: [The Little Kicks, plotElement, George gains a reputation as a bad boy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George gains a reputation as a bad boy
Context triple: [The Little Kicks, plotElement, George gains a reputation as a bad boy]
  • A. Eric Forman's basement gang
    Eric Forman's basement gang is the core group of teenage friends who hang out in Eric's basement throughout the sitcom "That '70s Show," sharing jokes, drama, and coming-of-age experiences.
  • B. Guy
    Guy is a masculine given name of French origin that has been widely used in English-speaking countries.
  • C. Guy
    Guy is an influential American R&B group, central to the development of the new jack swing sound in the late 1980s and early 1990s.
  • D. Gigolo
    "Gigolo" is a poem by Sylvia Plath, included in her collection *Winter Trees*, that explores themes of sexuality, performance, and emotional detachment.
  • E. Gotti
    Gotti is a surname most famously associated with John Gotti, the notorious American mob boss who led New York’s Gambino crime family in the late 20th century.
  • 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: George gains a reputation as a bad boy
Triple: [The Little Kicks, plotElement, George gains a reputation as a bad boy]
Generated description
"George gains a reputation as a bad boy" is a notable plot development in the Seinfeld episode "The Little Kicks," where George Costanza’s accidental image makeover leads to unexpected social and romantic attention.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George gains a reputation as a bad boy
Target entity description: "George gains a reputation as a bad boy" is a notable plot development in the Seinfeld episode "The Little Kicks," where George Costanza’s accidental image makeover leads to unexpected social and romantic attention.
  • A. Eric Forman's basement gang
    Eric Forman's basement gang is the core group of teenage friends who hang out in Eric's basement throughout the sitcom "That '70s Show," sharing jokes, drama, and coming-of-age experiences.
  • B. Guy
    Guy is a masculine given name of French origin that has been widely used in English-speaking countries.
  • C. Guy
    Guy is an influential American R&B group, central to the development of the new jack swing sound in the late 1980s and early 1990s.
  • D. Gigolo
    "Gigolo" is a poem by Sylvia Plath, included in her collection *Winter Trees*, that explores themes of sexuality, performance, and emotional detachment.
  • E. Gotti
    Gotti is a 1996 television crime drama film in which Armand Assante portrays notorious mob boss John Gotti.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1bb90008190947ac0961393446d completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a5ae04881909e7eb766fca33066 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7b0160a08190ae181eb7acb3b6bc completed May 8, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd7be778dc81908b0602bab944330a completed May 8, 2026, 6 a.m.
Created at: April 10, 2026, 1:22 a.m.