Triple

T2198528
Position Surface form Disambiguated ID Type / Status
Subject The Killer Inside Me (2010 film) E50433 entity
Predicate mainCharacter P1183 FINISHED
Object Lou Ford
Lou Ford is a seemingly mild-mannered small-town deputy sheriff whose hidden psychopathic violence drives the plot of Jim Thompson’s noir story "The Killer Inside Me."
E244439 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: Lou Ford | Statement: [The Killer Inside Me (2010 film), mainCharacter, Lou Ford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lou Ford
Context triple: [The Killer Inside Me (2010 film), mainCharacter, Lou Ford]
  • A. Ed Barrow
    Ed Barrow was a prominent early 20th-century baseball executive and manager best known for building the New York Yankees dynasty and overseeing many of their championship teams.
  • B. Frank Wilson
    Frank Wilson was an American songwriter and record producer best known for his influential work with Motown Records in the 1960s and 1970s.
  • C. Roy McGivern
    Roy McGivern is a Northern Irish football administrator best known for serving as chairman of Linfield FC, one of the country’s most successful and historic clubs.
  • D. Hoagy Carmichael
    Hoagy Carmichael was an American composer, pianist, singer, and actor best known for writing enduring jazz and pop standards such as "Stardust," "Georgia on My Mind," and "Heart and Soul."
  • E. John Payne
    John Payne was an American film and television actor best known for his leading roles in 1940s and 1950s Hollywood movies, including the classic Christmas film "Miracle on 34th Street."
  • 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: Lou Ford
Triple: [The Killer Inside Me (2010 film), mainCharacter, Lou Ford]
Generated description
Lou Ford is a seemingly mild-mannered small-town deputy sheriff whose hidden psychopathic violence drives the plot of Jim Thompson’s noir story "The Killer Inside Me."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lou Ford
Target entity description: Lou Ford is a seemingly mild-mannered small-town deputy sheriff whose hidden psychopathic violence drives the plot of Jim Thompson’s noir story "The Killer Inside Me."
  • A. Ed Barrow
    Ed Barrow was a prominent early 20th-century baseball executive and manager best known for building the New York Yankees dynasty and overseeing many of their championship teams.
  • B. Frank Wilson
    Frank Wilson was an American songwriter and record producer best known for his influential work with Motown Records in the 1960s and 1970s.
  • C. Roy McGivern
    Roy McGivern is a Northern Irish football administrator best known for serving as chairman of Linfield FC, one of the country’s most successful and historic clubs.
  • D. Hoagy Carmichael
    Hoagy Carmichael was an American composer, pianist, singer, and actor best known for writing enduring jazz and pop standards such as "Stardust," "Georgia on My Mind," and "Heart and Soul."
  • E. John Payne
    John Payne was an American film and television actor best known for his leading roles in 1940s and 1950s Hollywood movies, including the classic Christmas film "Miracle on 34th Street."
  • 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbf7b65cc8190bcc5a5c52b90f33b completed March 7, 2026, 6:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6544c000819095aa63be5b1ed4d6 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66411d848190a529018ad3765597 completed March 9, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69ae66a751f881908fda164de72dac9b completed March 9, 2026, 6:20 a.m.
Created at: March 4, 2026, 7:46 p.m.