Triple

T22913243
Position Surface form Disambiguated ID Type / Status
Subject Billy Loomis E568657 entity
Predicate family P566 FINISHED
Object Hank Loomis
Hank Loomis is a minor character in the Scream horror franchise, known primarily as the father of original Ghostface killer Billy Loomis.
E1560924 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: Hank Loomis | Statement: [Billy Loomis, family, Hank Loomis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hank Loomis
Context triple: [Billy Loomis, family, Hank Loomis]
  • A. Don Galloway
    Don Galloway was an American actor best known for his role as Detective Sergeant Ed Brown on the television series "Ironside."
  • B. Pat Dugan
    Pat Dugan is a DC Comics character best known as the former sidekick Stripesy and stepfather-mentor to teenage superhero Courtney Whitmore, serving as her mechanic, protector, and partner in crimefighting.
  • C. Max Dugan
    Max Dugan is the mysterious, long-absent grandfather whose sudden reappearance with a suitcase of money drives the plot of the 1983 comedy-drama film "Max Dugan Returns."
  • D. Sam McGuire
    Sam McGuire is the bumbling yet loving father character from the Disney Channel series "Lizzie McGuire," portrayed by actor Robert Carradine.
  • E. Frank Reavis
    Frank Reavis was an American politician and public figure significant enough in his community that a high school was named in his honor.
  • 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: Hank Loomis
Triple: [Billy Loomis, family, Hank Loomis]
Generated description
Hank Loomis is a minor character in the Scream horror franchise, known primarily as the father of original Ghostface killer Billy Loomis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hank Loomis
Target entity description: Hank Loomis is a minor character in the Scream horror franchise, known primarily as the father of original Ghostface killer Billy Loomis.
  • A. Don Galloway
    Don Galloway was an American actor best known for his role as Detective Sergeant Ed Brown on the television series "Ironside."
  • B. Pat Dugan
    Pat Dugan is a DC Comics character best known as the former sidekick Stripesy and stepfather-mentor to teenage superhero Courtney Whitmore, serving as her mechanic, protector, and partner in crimefighting.
  • C. Max Dugan
    Max Dugan is the mysterious, long-absent grandfather whose sudden reappearance with a suitcase of money drives the plot of the 1983 comedy-drama film "Max Dugan Returns."
  • D. Sam McGuire
    Sam McGuire is the bumbling yet loving father character from the Disney Channel series "Lizzie McGuire," portrayed by actor Robert Carradine.
  • E. Frank Reavis
    Frank Reavis was an American politician and public figure significant enough in his community that a high school was named in his honor.
  • 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_69e2458d90c88190a58cead4e781ca6a completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1807668c481908494769bab9c8f1d completed April 29, 2026, 3:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9d345e88190a04f7afa7b14ab41 completed May 19, 2026, 1:16 a.m.
NEDg Description generation batch_6a0bba89d5d88190b3268c5f16273a56 completed May 19, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbaefea888190bed91a067d771438 completed May 19, 2026, 1:20 a.m.
Created at: April 17, 2026, 3:42 p.m.