Triple

T2198427
Position Surface form Disambiguated ID Type / Status
Subject Gone Baby Gone E50431 entity
Predicate starring P1507 FINISHED
Object John Ashton
John Ashton is an American character actor best known for his tough, often blue-collar roles in crime and action films such as "Beverly Hills Cop" and "Midnight Run."
E254078 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: John Ashton | Statement: [Gone Baby Gone, starring, John Ashton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Ashton
Context triple: [Gone Baby Gone, starring, John Ashton]
  • A. Alan Bullock
    Alan Bullock was a prominent British historian and biographer, best known for his influential works on Adolf Hitler and 20th-century European history.
  • B. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • C. Richard Harrison
    Richard Harrison was an early husband of Katherine "Kitty" Oppenheimer, who later became known as the wife of physicist J. Robert Oppenheimer.
  • D. Richard Harrison
    Richard Harrison was an American public official who served as the first Comptroller of the U.S. Treasury under President George Washington, helping to establish the young nation’s financial administration.
  • E. Richard Pryce
    Richard Pryce was a British novelist and playwright of the late 19th and early 20th centuries, known for his socially observant fiction and contributions to Victorian and Edwardian literature.
  • 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: John Ashton
Triple: [Gone Baby Gone, starring, John Ashton]
Generated description
John Ashton is an American character actor best known for his tough, often blue-collar roles in crime and action films such as "Beverly Hills Cop" and "Midnight Run."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Ashton
Target entity description: John Ashton is an American character actor best known for his tough, often blue-collar roles in crime and action films such as "Beverly Hills Cop" and "Midnight Run."
  • A. Alan Bullock
    Alan Bullock was a prominent British historian and biographer, best known for his influential works on Adolf Hitler and 20th-century European history.
  • B. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • C. Richard Harrison
    Richard Harrison was an early husband of Katherine "Kitty" Oppenheimer, who later became known as the wife of physicist J. Robert Oppenheimer.
  • D. Richard Harrison
    Richard Harrison was an American public official who served as the first Comptroller of the U.S. Treasury under President George Washington, helping to establish the young nation’s financial administration.
  • E. Richard Pryce
    Richard Pryce was a British novelist and playwright of the late 19th and early 20th centuries, known for his socially observant fiction and contributions to Victorian and Edwardian literature.
  • 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_69ae7efa34e88190a6907515b574f752 completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae8018c2e88190aaacaad9adc442cf completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae806fd8008190bfd6c6bcd1d0ddbd completed March 9, 2026, 8:10 a.m.
Created at: March 4, 2026, 7:46 p.m.