Triple

T11568834
Position Surface form Disambiguated ID Type / Status
Subject Melissa George E274328 entity
Predicate role P268 FINISHED
Object Kathy Lutz in The Amityville Horror (2005 film)
Kathy Lutz in the 2005 film "The Amityville Horror" is the beleaguered mother who moves with her family into a seemingly idyllic but violently haunted house, where she struggles to protect her children as the supernatural forces drive her husband toward madness.
E933933 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: Kathy Lutz in The Amityville Horror (2005 film) | Statement: [Melissa George, role, Kathy Lutz in The Amityville Horror (2005 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kathy Lutz in The Amityville Horror (2005 film)
Context triple: [Melissa George, role, Kathy Lutz in The Amityville Horror (2005 film)]
  • A. Lucy Lynskey in The Frighteners
    Lucy Lynskey is a central character in the 1996 supernatural horror-comedy film "The Frighteners," serving as the compassionate doctor who becomes entangled in the film’s ghostly investigations and murderous mystery.
  • B. Vivien Harmon in American Horror Story: Murder House
    Vivien Harmon is a central character in the first season of American Horror Story, a troubled wife and mother whose move into a haunted Los Angeles mansion leads to psychological torment and supernatural tragedy.
  • C. Christine in The Conjuring
    Christine in *The Conjuring* is one of the Perron family’s young daughters who becomes a central figure in the film’s haunting and supernatural disturbances.
  • D. Bathsheba in The Conjuring
    Bathsheba in *The Conjuring* is the malevolent witch spirit who haunts the Perron family’s farmhouse and serves as the film’s primary supernatural antagonist.
  • E. Patricia Ann Bradley in The Frighteners
    Patricia Ann Bradley in *The Frighteners* is a central, sinister figure tied to the film’s string of supernatural serial killings and dark secrets from the past.
  • 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: Kathy Lutz in The Amityville Horror (2005 film)
Triple: [Melissa George, role, Kathy Lutz in The Amityville Horror (2005 film)]
Generated description
Kathy Lutz in the 2005 film "The Amityville Horror" is the beleaguered mother who moves with her family into a seemingly idyllic but violently haunted house, where she struggles to protect her children as the supernatural forces drive her husband toward madness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kathy Lutz in The Amityville Horror (2005 film)
Target entity description: Kathy Lutz in the 2005 film "The Amityville Horror" is the beleaguered mother who moves with her family into a seemingly idyllic but violently haunted house, where she struggles to protect her children as the supernatural forces drive her husband toward madness.
  • A. Lucy Lynskey in The Frighteners
    Lucy Lynskey is a central character in the 1996 supernatural horror-comedy film "The Frighteners," serving as the compassionate doctor who becomes entangled in the film’s ghostly investigations and murderous mystery.
  • B. Vivien Harmon in American Horror Story: Murder House
    Vivien Harmon is a central character in the first season of American Horror Story, a troubled wife and mother whose move into a haunted Los Angeles mansion leads to psychological torment and supernatural tragedy.
  • C. Christine in The Conjuring
    Christine in *The Conjuring* is one of the Perron family’s young daughters who becomes a central figure in the film’s haunting and supernatural disturbances.
  • D. Bathsheba in The Conjuring
    Bathsheba in *The Conjuring* is the malevolent witch spirit who haunts the Perron family’s farmhouse and serves as the film’s primary supernatural antagonist.
  • E. Patricia Ann Bradley in The Frighteners
    Patricia Ann Bradley in *The Frighteners* is a central, sinister figure tied to the film’s string of supernatural serial killings and dark secrets from the past.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd543a48190b834abd8e8ae7b65 completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e8dec908819080d97cd33be55b3f completed April 21, 2026, 3:02 a.m.
NEDg Description generation batch_69e6ef9631e48190aef47bba9ad611e8 completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f94ac2d0819098a3024eaab908b5 completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.