Triple

T6730693
Position Surface form Disambiguated ID Type / Status
Subject Can’t Hardly Wait E153625 entity
Predicate mainCharacter P1183 FINISHED
Object Denise Fleming
Denise Fleming is a sarcastic, alternative high school student and one of the central teens navigating relationships and identity during a chaotic graduation party in the 1998 teen comedy film "Can’t Hardly Wait."
 E632755 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: Denise Fleming | Statement: [Can’t Hardly Wait, mainCharacter, Denise Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denise Fleming
Context triple: [Can’t Hardly Wait, mainCharacter, Denise Fleming]
  • A. Pamela Gray
    Pamela Gray is an American screenwriter known for her work on character-driven drama films, including the military biographical film "Megan Leavey."
  • B. Diane Freeling
    Diane Freeling is the mother and central protagonist in the 1982 horror film "Poltergeist," known for her desperate efforts to save her daughter from malevolent supernatural forces.
  • C. Emily Jenkins
    Emily Jenkins is an American author best known for her children's books and young adult fiction, often written under the pen name E. Lockhart.
  • D. Rebecca Giblin
    Rebecca Giblin is an Australian legal scholar and advocate specializing in copyright, technology, and creators’ rights, known for her work on how digital platforms affect cultural industries.
  • E. Pamela Franklin
    Pamela Franklin is a British actress best known for her work as a child and young adult in 1960s and 1970s films and television, particularly in psychological horror and drama.
  • 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: Denise Fleming
Triple: [Can’t Hardly Wait, mainCharacter, Denise Fleming]
Generated description
Denise Fleming is a sarcastic, alternative high school student and one of the central teens navigating relationships and identity during a chaotic graduation party in the 1998 teen comedy film "Can’t Hardly Wait."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denise Fleming
Target entity description: Denise Fleming is a sarcastic, alternative high school student and one of the central teens navigating relationships and identity during a chaotic graduation party in the 1998 teen comedy film "Can’t Hardly Wait."
  • A. Pamela Gray
    Pamela Gray is an American screenwriter known for her work on character-driven drama films, including the military biographical film "Megan Leavey."
  • B. Diane Freeling
    Diane Freeling is the mother and central protagonist in the 1982 horror film "Poltergeist," known for her desperate efforts to save her daughter from malevolent supernatural forces.
  • C. Emily Jenkins
    Emily Jenkins is an American author best known for her children's books and young adult fiction, often written under the pen name E. Lockhart.
  • D. Rebecca Giblin
    Rebecca Giblin is an Australian legal scholar and advocate specializing in copyright, technology, and creators’ rights, known for her work on how digital platforms affect cultural industries.
  • E. Pamela Franklin
    Pamela Franklin is a British actress best known for her work as a child and young adult in 1960s and 1970s films and television, particularly in psychological horror and drama.
  • 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d16897e48190b43eda2206b14d6a completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761727ed4819086c2686490420b76 completed March 28, 2026, 5:04 a.m.
NEDg Description generation batch_69c762eaf7f08190b82ff23f2b502762 completed March 28, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_69c763d604148190a3004ab99c79834f completed March 28, 2026, 5:15 a.m.
Created at: March 27, 2026, 2:09 p.m.