Triple

T6102534
Position Surface form Disambiguated ID Type / Status
Subject Scream E136030 entity
Predicate mainCharacter P1183 FINISHED
Object Billy Loomis
Billy Loomis is the primary antagonist and original Ghostface killer in the 1996 horror film "Scream," known for orchestrating a series of murders in Woodsboro.
E568657 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: Billy Loomis | Statement: [Scream, mainCharacter, Billy Loomis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Loomis
Context triple: [Scream, mainCharacter, Billy Loomis]
  • A. Michael Myers
    Michael Myers is the iconic masked serial killer from the "Halloween" horror film franchise.
  • B. Silas Laurence Loomis
    Silas Laurence Loomis was a 19th-century American physician, inventor, and educator known for his contributions to medical science and technological innovation.
  • C. Francis Dolarhyde
    Francis Dolarhyde is the fictional serial killer known as "The Tooth Fairy" in Thomas Harris's novel *Red Dragon* and its screen adaptations.
  • D. Sam Loomis
    Sam Loomis is a central character in Alfred Hitchcock's classic horror film "Psycho," known as Marion Crane's boyfriend who becomes involved in investigating her disappearance.
  • E. Gabriel Harris
    Gabriel Harris is an American percussionist and musician best known for his work with his mother, folk singer and activist Joan Baez, as well as other world and folk music artists.
  • 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: Billy Loomis
Triple: [Scream, mainCharacter, Billy Loomis]
Generated description
Billy Loomis is the primary antagonist and original Ghostface killer in the 1996 horror film "Scream," known for orchestrating a series of murders in Woodsboro.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Loomis
Target entity description: Billy Loomis is the primary antagonist and original Ghostface killer in the 1996 horror film "Scream," known for orchestrating a series of murders in Woodsboro.
  • A. Michael Myers
    Michael Myers is the iconic masked serial killer from the "Halloween" horror film franchise.
  • B. Silas Laurence Loomis
    Silas Laurence Loomis was a 19th-century American physician, inventor, and educator known for his contributions to medical science and technological innovation.
  • C. Francis Dolarhyde
    Francis Dolarhyde is the fictional serial killer known as "The Tooth Fairy" in Thomas Harris's novel *Red Dragon* and its screen adaptations.
  • D. Sam Loomis
    Sam Loomis is a central character in Alfred Hitchcock's classic horror film "Psycho," known as Marion Crane's boyfriend who becomes involved in investigating her disappearance.
  • E. Gabriel Harris
    Gabriel Harris is an American percussionist and musician best known for his work with his mother, folk singer and activist Joan Baez, as well as other world and folk music artists.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b3c073c81908248c799934d6fce completed March 22, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1254fbbf881908b7a3d07f0400387 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c125c1a230819095dd0a56309880eb completed March 23, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69c126c8b6648190af71b450c00fd987 completed March 23, 2026, 11:40 a.m.
Created at: March 22, 2026, 4:13 p.m.