Triple

T9983321
Position Surface form Disambiguated ID Type / Status
Subject Con Air E196505 entity
Predicate supportingCharacter P7748 FINISHED
Object U.S. Marshal Vince Larkin
U.S. Marshal Vince Larkin is a key law enforcement character in the action film "Con Air," known for his intelligence, moral integrity, and efforts to safely resolve the hijacking of a prisoner transport plane.
E834205 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: U.S. Marshal Vince Larkin | Statement: [Con Air, supportingCharacter, U.S. Marshal Vince Larkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Marshal Vince Larkin
Context triple: [Con Air, supportingCharacter, U.S. Marshal Vince Larkin]
  • A. John Wesley Dobbs
    John Wesley Dobbs was a prominent African American civic and political leader in early 20th-century Atlanta, often called the “Mayor of Auburn Avenue” for his influential role in the city’s Black community.
  • B. Chief Deputy U.S. Marshal Art Mullen
    Chief Deputy U.S. Marshal Art Mullen is a key supporting character in the television series "Justified," serving as Raylan Givens' pragmatic and often exasperated boss in the U.S. Marshals Service.
  • C. Deputy U.S. Marshal Philip Gerard
    Deputy U.S. Marshal Philip Gerard is the relentless lawman character from the 1960s television series "The Fugitive," obsessed with capturing Dr. Richard Kimble.
  • D. Deputy Marshal Bobby Biggs
    Deputy Marshal Bobby Biggs is a member of Deputy U.S. Marshal Samuel Gerard’s fugitive apprehension team in the film "The Fugitive" and its sequel "U.S. Marshals."
  • E. Charles Starrett
    Charles Starrett was an American film actor best known for his long-running role as the Durango Kid in B-Western movies during the 1930s and 1940s.
  • 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: U.S. Marshal Vince Larkin
Triple: [Con Air, supportingCharacter, U.S. Marshal Vince Larkin]
Generated description
U.S. Marshal Vince Larkin is a key law enforcement character in the action film "Con Air," known for his intelligence, moral integrity, and efforts to safely resolve the hijacking of a prisoner transport plane.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Marshal Vince Larkin
Target entity description: U.S. Marshal Vince Larkin is a key law enforcement character in the action film "Con Air," known for his intelligence, moral integrity, and efforts to safely resolve the hijacking of a prisoner transport plane.
  • A. John Wesley Dobbs
    John Wesley Dobbs was a prominent African American civic and political leader in early 20th-century Atlanta, often called the “Mayor of Auburn Avenue” for his influential role in the city’s Black community.
  • B. Chief Deputy U.S. Marshal Art Mullen
    Chief Deputy U.S. Marshal Art Mullen is a key supporting character in the television series "Justified," serving as Raylan Givens' pragmatic and often exasperated boss in the U.S. Marshals Service.
  • C. Deputy U.S. Marshal Philip Gerard
    Deputy U.S. Marshal Philip Gerard is the relentless lawman character from the 1960s television series "The Fugitive," obsessed with capturing Dr. Richard Kimble.
  • D. Deputy Marshal Bobby Biggs
    Deputy Marshal Bobby Biggs is a member of Deputy U.S. Marshal Samuel Gerard’s fugitive apprehension team in the film "The Fugitive" and its sequel "U.S. Marshals."
  • E. Charles Starrett
    Charles Starrett was an American film actor best known for his long-running role as the Durango Kid in B-Western movies during the 1930s and 1940s.
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8bdc0388190bbbd4bdc5ac3adec completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257f3c59481909b90896be0f3a870 completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d25889b0f08190a28c5401417fe3cc completed April 5, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69d25981db3c8190b7b4935cdcc1fe1c completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:49 p.m.