Triple

T4207056
Position Surface form Disambiguated ID Type / Status
Subject Psycho E93807 entity
Predicate followedBy P78 FINISHED
Object Psycho IV: The Beginning
Psycho IV: The Beginning is a 1990 made-for-television psychological horror film that serves as both a prequel and sequel to Alfred Hitchcock’s classic Psycho, exploring Norman Bates’s troubled past.
E427034 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: Psycho IV: The Beginning | Statement: [Psycho, followedBy, Psycho IV: The Beginning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Psycho IV: The Beginning
Context triple: [Psycho, followedBy, Psycho IV: The Beginning]
  • A. Psycho (1998 film)
    Psycho (1998 film) is Gus Van Sant’s shot-for-shot color remake of Alfred Hitchcock’s 1960 horror classic, starring Vince Vaughn and Anne Heche.
  • B. Murder House
    Murder House is the haunted Los Angeles mansion that serves as the central setting of the first season of the horror anthology series American Horror Story.
  • C. Night Slasher
    Night Slasher is the brutal serial killer and cult leader who serves as the primary villain opposing Sylvester Stallone’s character in the 1986 action film "Cobra."
  • D. Psych: The Movie
    Psych: The Movie is a 2017 comedy mystery television film that continues the story of the USA Network series "Psych," reuniting the original cast for a new case.
  • E. Seven Psychopaths
    Seven Psychopaths is a darkly comedic crime film written and directed by Martin McDonagh that follows a struggling screenwriter who becomes entangled in the Los Angeles criminal underworld after his eccentric friends kidnap a gangster’s beloved dog.
  • 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: Psycho IV: The Beginning
Triple: [Psycho, followedBy, Psycho IV: The Beginning]
Generated description
Psycho IV: The Beginning is a 1990 made-for-television psychological horror film that serves as both a prequel and sequel to Alfred Hitchcock’s classic Psycho, exploring Norman Bates’s troubled past.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Psycho IV: The Beginning
Target entity description: Psycho IV: The Beginning is a 1990 made-for-television psychological horror film that serves as both a prequel and sequel to Alfred Hitchcock’s classic Psycho, exploring Norman Bates’s troubled past.
  • A. Psycho (1998 film)
    Psycho (1998 film) is Gus Van Sant’s shot-for-shot color remake of Alfred Hitchcock’s 1960 horror classic, starring Vince Vaughn and Anne Heche.
  • B. Murder House
    Murder House is the haunted Los Angeles mansion that serves as the central setting of the first season of the horror anthology series American Horror Story.
  • C. Night Slasher
    Night Slasher is the brutal serial killer and cult leader who serves as the primary villain opposing Sylvester Stallone’s character in the 1986 action film "Cobra."
  • D. Psych: The Movie
    Psych: The Movie is a 2017 comedy mystery television film that continues the story of the USA Network series "Psych," reuniting the original cast for a new case.
  • E. Seven Psychopaths
    Seven Psychopaths is a darkly comedic crime film written and directed by Martin McDonagh that follows a struggling screenwriter who becomes entangled in the Los Angeles criminal underworld after his eccentric friends kidnap a gangster’s beloved dog.
  • 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_69b3451743608190808f41d17ccf2650 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b3480cfacc81909a2705eb4e9ce8c1 completed March 12, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b76abd848190819c7625a3b42c2f completed March 14, 2026, 7:30 p.m.
NEDg Description generation batch_69b5b7ffb94c8190b8eeb56de7bb11dd completed March 14, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8945f888190adcfa98ba410b6e2 completed March 14, 2026, 7:35 p.m.
Created at: March 12, 2026, 11:03 p.m.