Triple

T19128174
Position Surface form Disambiguated ID Type / Status
Subject Veronica Sawyer E468240 entity
Predicate appearsIn P795 FINISHED
Object Heathers (1988 film)
Heathers (1988 film) is a dark teen comedy that satirizes high school cliques, bullying, and violence through its story of Veronica Sawyer and her involvement in a series of deadly pranks.
E468235 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: Heathers (1988 film) | Statement: [Veronica Sawyer, appearsIn, Heathers (1988 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heathers (1988 film)
Context triple: [Veronica Sawyer, appearsIn, Heathers (1988 film)]
  • A. Heathers
    Heathers is a 1989 dark comedy film that satirizes high school cliques, teen violence, and social hierarchies, and has since become a cult classic.
  • B. Heathers (TV series)
    Heathers is a dark comedy television series based on the 1989 cult film, reimagining its high school satire with a modern, edgier twist.
  • C. The Breakfast Club
    The Breakfast Club is a 1985 coming-of-age teen film directed by John Hughes that follows five high school students from different cliques who bond during a Saturday detention.
  • D. The Breakfast Club
    The Breakfast Club is a popular American syndicated radio show and podcast known for its hip-hop focus, celebrity interviews, and culturally influential discussions on music and social issues.
  • E. Sixteen Candles
    Sixteen Candles is a 1984 coming-of-age teen comedy film directed by John Hughes that follows a girl whose sixteenth birthday is overshadowed by her sister’s wedding and family chaos.
  • 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: Heathers (1988 film)
Triple: [Veronica Sawyer, appearsIn, Heathers (1988 film)]
Generated description
Heathers (1988 film) is a dark teen comedy that satirizes high school cliques, bullying, and violence through its story of Veronica Sawyer and her involvement in a series of deadly pranks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heathers (1988 film)
Target entity description: Heathers (1988 film) is a dark teen comedy that satirizes high school cliques, bullying, and violence through its story of Veronica Sawyer and her involvement in a series of deadly pranks.
  • A. Heathers chosen
    Heathers is a 1989 dark comedy film that satirizes high school cliques, teen violence, and social hierarchies, and has since become a cult classic.
  • B. Heathers (TV series)
    Heathers is a dark comedy television series based on the 1989 cult film, reimagining its high school satire with a modern, edgier twist.
  • C. The Breakfast Club
    The Breakfast Club is a 1985 coming-of-age teen film directed by John Hughes that follows five high school students from different cliques who bond during a Saturday detention.
  • D. The Breakfast Club
    The Breakfast Club is a popular American syndicated radio show and podcast known for its hip-hop focus, celebrity interviews, and culturally influential discussions on music and social issues.
  • E. Sixteen Candles
    Sixteen Candles is a 1984 coming-of-age teen comedy film directed by John Hughes that follows a girl whose sixteenth birthday is overshadowed by her sister’s wedding and family chaos.
  • 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_69d8dd0796a48190b34ce4cd9d3f3be5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3ceb5808190b3b53d9e8df3605a completed April 20, 2026, 8:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f8a2df048190abfd165491647014 completed May 15, 2026, 10:42 a.m.
NEDg Description generation batch_6a06fa4dce3c819095e29493ce806a64 completed May 15, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a06fabf2b408190b819d3092b55836e completed May 15, 2026, 10:51 a.m.
Created at: April 10, 2026, 12:05 p.m.