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.