Triple

T7275851
Position Surface form Disambiguated ID Type / Status
Subject Martin Balsam E163024 entity
Predicate role P268 FINISHED
Object Detective Milton Arbogast in Psycho
Detective Milton Arbogast in *Psycho* is the private investigator who probes Marion Crane’s disappearance, leading him to the ominous Bates Motel and one of the film’s most memorable murder scenes.
E653259 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: Detective Milton Arbogast in Psycho | Statement: [Martin Balsam, role, Detective Milton Arbogast in Psycho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Detective Milton Arbogast in Psycho
Context triple: [Martin Balsam, role, Detective Milton Arbogast in Psycho]
  • A. 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.
  • B. Norman Bates
    Norman Bates is the disturbed young man and motel owner from Alfred Hitchcock’s film "Psycho," infamous for his split personality and murderous behavior.
  • C. Detective Thorn in Soylent Green
    Detective Thorn in Soylent Green is the hard-edged New York City police detective protagonist who uncovers the horrifying truth behind the futuristic food product Soylent Green in the 1973 dystopian science fiction film.
  • D. Frank Booth in Blue Velvet
    Frank Booth in Blue Velvet is a sadistic, psychotic criminal and one of cinema’s most disturbing villains, known for his volatile behavior, sexual violence, and menacing presence in David Lynch’s 1986 film.
  • E. Dr. Richard Kimble
    Dr. Richard Kimble is the wrongfully accused surgeon protagonist of "The Fugitive," best known from Harrison Ford’s portrayal in the 1993 film adaptation.
  • 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: Detective Milton Arbogast in Psycho
Triple: [Martin Balsam, role, Detective Milton Arbogast in Psycho]
Generated description
Detective Milton Arbogast in *Psycho* is the private investigator who probes Marion Crane’s disappearance, leading him to the ominous Bates Motel and one of the film’s most memorable murder scenes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Detective Milton Arbogast in Psycho
Target entity description: Detective Milton Arbogast in *Psycho* is the private investigator who probes Marion Crane’s disappearance, leading him to the ominous Bates Motel and one of the film’s most memorable murder scenes.
  • A. 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.
  • B. Norman Bates
    Norman Bates is the disturbed young man and motel owner from Alfred Hitchcock’s film "Psycho," infamous for his split personality and murderous behavior.
  • C. Detective Thorn in Soylent Green
    Detective Thorn in Soylent Green is the hard-edged New York City police detective protagonist who uncovers the horrifying truth behind the futuristic food product Soylent Green in the 1973 dystopian science fiction film.
  • D. Frank Booth in Blue Velvet
    Frank Booth in Blue Velvet is a sadistic, psychotic criminal and one of cinema’s most disturbing villains, known for his volatile behavior, sexual violence, and menacing presence in David Lynch’s 1986 film.
  • E. Dr. Richard Kimble
    Dr. Richard Kimble is the wrongfully accused surgeon protagonist of "The Fugitive," best known from Harrison Ford’s portrayal in the 1993 film adaptation.
  • 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_69c6885c5964819085b209701769877f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb0fd8788190aa21d4b2ad773926 completed March 27, 2026, 8:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db2c76fc81909632c7ee4e54f81c completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dc1469e08190a0b2b924884885e6 completed March 28, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69c7dca05ad081908e2036ba6c909c09 completed March 28, 2026, 1:50 p.m.
Created at: March 27, 2026, 2:58 p.m.