Triple

T15710133
Position Surface form Disambiguated ID Type / Status
Subject Scream (2022 film) E380815 entity
Predicate featuresCharacter P626 FINISHED
Object Richie Kirsch
Richie Kirsch is a central character and one of the primary antagonists in the 2022 slasher film "Scream," ultimately revealed as a Ghostface killer.
E1178261 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: Richie Kirsch | Statement: [Scream (2022 film), featuresCharacter, Richie Kirsch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richie Kirsch
Context triple: [Scream (2022 film), featuresCharacter, Richie Kirsch]
  • A. Greg Hirsch
    Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
  • B. John Schehr
    John Schehr was a German communist politician and anti-fascist resistance figure who briefly led the Communist Party of Germany before being killed by the Nazis in 1934.
  • C. Michael Schoeffling
    Michael Schoeffling is an American former actor and model best known for his role as Jake Ryan in the 1984 film "Sixteen Candles."
  • D. Ben Klibreck
    Ben Klibreck is a prominent mountain in the Scottish Highlands, known for its isolated position and sweeping views over the county of Sutherland.
  • E. Ken Ehrlich
    Ken Ehrlich is a veteran American television producer best known for his long-running role shaping the modern Grammy Awards broadcasts.
  • 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: Richie Kirsch
Triple: [Scream (2022 film), featuresCharacter, Richie Kirsch]
Generated description
Richie Kirsch is a central character and one of the primary antagonists in the 2022 slasher film "Scream," ultimately revealed as a Ghostface killer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richie Kirsch
Target entity description: Richie Kirsch is a central character and one of the primary antagonists in the 2022 slasher film "Scream," ultimately revealed as a Ghostface killer.
  • A. Greg Hirsch
    Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
  • B. John Schehr
    John Schehr was a German communist politician and anti-fascist resistance figure who briefly led the Communist Party of Germany before being killed by the Nazis in 1934.
  • C. Michael Schoeffling
    Michael Schoeffling is an American former actor and model best known for his role as Jake Ryan in the 1984 film "Sixteen Candles."
  • D. Ben Klibreck
    Ben Klibreck is a prominent mountain in the Scottish Highlands, known for its isolated position and sweeping views over the county of Sutherland.
  • E. Ken Ehrlich
    Ken Ehrlich is a veteran American television producer best known for his long-running role shaping the modern Grammy Awards broadcasts.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f8d8b648190842c635f2ae7bfa4 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff997fe6f48190813bde2bfc11c253 completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9a0fdf388190b2742e19f307c570 completed May 9, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff9a77d6d88190817158c30c56d70c completed May 9, 2026, 8:35 p.m.
Created at: April 10, 2026, 4:45 a.m.