Triple

T5453724
Position Surface form Disambiguated ID Type / Status
Subject The Sting E122427 entity
Predicate featuresCharacter P626 FINISHED
Object Doyle Lonnegan
Doyle Lonnegan is the ruthless Irish-American crime boss and high-stakes gambler who serves as the primary antagonist in the classic con-artist film "The Sting."
E520771 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: Doyle Lonnegan | Statement: [The Sting, featuresCharacter, Doyle Lonnegan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doyle Lonnegan
Context triple: [The Sting, featuresCharacter, Doyle Lonnegan]
  • A. George "Machine Gun" Kelly
    George "Machine Gun" Kelly was a notorious American gangster and Prohibition-era kidnapper whose high-profile crimes made him one of the early public enemies of the 1930s.
  • B. Mal Cobb
    Mal Cobb is a central character in the film "Inception," known as Dom Cobb's deceased wife whose haunting presence blurs the line between reality and dream in his subconscious.
  • C. Henry Tucker
    Henry Tucker was a Bermudian politician who became the territory's first premier and played a key role in modernizing its political and economic landscape.
  • D. Peter Masterson
    Peter Masterson was an American actor, director, producer, and writer best known for co-writing and co-directing the film adaptation of the musical "The Best Little Whorehouse in Texas."
  • E. Orlando Murden
    Orlando Murden was an American songwriter best known for co-writing the classic soul ballad "For Once in My Life."
  • 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: Doyle Lonnegan
Triple: [The Sting, featuresCharacter, Doyle Lonnegan]
Generated description
Doyle Lonnegan is the ruthless Irish-American crime boss and high-stakes gambler who serves as the primary antagonist in the classic con-artist film "The Sting."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doyle Lonnegan
Target entity description: Doyle Lonnegan is the ruthless Irish-American crime boss and high-stakes gambler who serves as the primary antagonist in the classic con-artist film "The Sting."
  • A. George "Machine Gun" Kelly
    George "Machine Gun" Kelly was a notorious American gangster and Prohibition-era kidnapper whose high-profile crimes made him one of the early public enemies of the 1930s.
  • B. Mal Cobb
    Mal Cobb is a central character in the film "Inception," known as Dom Cobb's deceased wife whose haunting presence blurs the line between reality and dream in his subconscious.
  • C. Henry Tucker
    Henry Tucker was a Bermudian politician who became the territory's first premier and played a key role in modernizing its political and economic landscape.
  • D. Peter Masterson
    Peter Masterson was an American actor, director, producer, and writer best known for co-writing and co-directing the film adaptation of the musical "The Best Little Whorehouse in Texas."
  • E. Orlando Murden
    Orlando Murden was an American songwriter best known for co-writing the classic soul ballad "For Once in My Life."
  • 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_69bd46424248819085282ddf50a565f3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91e170f48190b47419b5e2ff71a4 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4140248081908c7f42b91579a837 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf41dd96448190973b7241df5dbb24 completed March 22, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69bf42b97d40819087a98c1cc58bb964 completed March 22, 2026, 1:15 a.m.
Created at: March 20, 2026, 2:08 p.m.