Triple

T3859742
Position Surface form Disambiguated ID Type / Status
Subject Seven Psychopaths E90105 entity
Predicate mainCharacter P1183 FINISHED
Object Marty Faranan
Marty Faranan is a struggling screenwriter in the dark comedy film "Seven Psychopaths," whose life spirals into chaos when he becomes entangled in his friends’ dog-kidnapping scheme and the violent criminal underworld it provokes.
E405406 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: Marty Faranan | Statement: [Seven Psychopaths, mainCharacter, Marty Faranan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marty Faranan
Context triple: [Seven Psychopaths, mainCharacter, Marty Faranan]
  • A. Vern Damico
    Vern Damico is a character in Norman Mailer’s nonfiction novel "The Executioner’s Song," which chronicles the life and execution of convicted murderer Gary Gilmore.
  • B. Tom Lofaro
    Tom Lofaro is a television producer best known for his executive production work on the long-running comedy series "It's Always Sunny in Philadelphia."
  • C. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • D. Fred Tatasciore
    Fred Tatasciore is an American voice actor known for his deep, powerful vocal performances in numerous animated series, films, and video games, often portraying larger-than-life or monstrous characters.
  • E. Barry Fanaro
    Barry Fanaro is an American screenwriter best known for co-writing the sci-fi comedy film "Men in Black II" and for his work on various television comedies.
  • 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: Marty Faranan
Triple: [Seven Psychopaths, mainCharacter, Marty Faranan]
Generated description
Marty Faranan is a struggling screenwriter in the dark comedy film "Seven Psychopaths," whose life spirals into chaos when he becomes entangled in his friends’ dog-kidnapping scheme and the violent criminal underworld it provokes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marty Faranan
Target entity description: Marty Faranan is a struggling screenwriter in the dark comedy film "Seven Psychopaths," whose life spirals into chaos when he becomes entangled in his friends’ dog-kidnapping scheme and the violent criminal underworld it provokes.
  • A. Vern Damico
    Vern Damico is a character in Norman Mailer’s nonfiction novel "The Executioner’s Song," which chronicles the life and execution of convicted murderer Gary Gilmore.
  • B. Tom Lofaro
    Tom Lofaro is a television producer best known for his executive production work on the long-running comedy series "It's Always Sunny in Philadelphia."
  • C. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • D. Fred Tatasciore
    Fred Tatasciore is an American voice actor known for his deep, powerful vocal performances in numerous animated series, films, and video games, often portraying larger-than-life or monstrous characters.
  • E. Barry Fanaro
    Barry Fanaro is an American screenwriter best known for co-writing the sci-fi comedy film "Men in Black II" and for his work on various television comedies.
  • 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_69aed95b3c088190a8f85d19e6070599 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec1ff39c8190b83a88abd840a0e3 completed March 9, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c3151e8819082d72756875a9b1d completed March 14, 2026, 11:53 a.m.
NEDg Description generation batch_69b54ce136c08190bfb049783e171cd0 completed March 14, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_69b54d52732c8190b746ab0862976432 completed March 14, 2026, 11:58 a.m.
Created at: March 9, 2026, 3:19 p.m.