Triple

T2350698
Position Surface form Disambiguated ID Type / Status
Subject Peaky Blinders E47440 entity
Predicate character P662 FINISHED
Object Michael Gray
Michael Gray is a key member of the Shelby family and the Shelby Company in the British crime drama series "Peaky Blinders," known for his ambition, business acumen, and eventual rivalry with Tommy Shelby.
E259891 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: Michael Gray | Statement: [Peaky Blinders, character, Michael Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Gray
Context triple: [Peaky Blinders, character, Michael Gray]
  • A. Michael Graydon
    Michael Graydon is a retired senior Royal Air Force officer who served as a leading commander of British fighter aviation during the late 20th century.
  • B. Christopher Blake
    Christopher Blake is a stage play written by American playwright Moss Hart, best known for its dramatic exploration of family and marital conflict.
  • C. 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.
  • D. Richard Harrison
    Richard Harrison was an early husband of Katherine "Kitty" Oppenheimer, who later became known as the wife of physicist J. Robert Oppenheimer.
  • E. 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.
  • 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: Michael Gray
Triple: [Peaky Blinders, character, Michael Gray]
Generated description
Michael Gray is a key member of the Shelby family and the Shelby Company in the British crime drama series "Peaky Blinders," known for his ambition, business acumen, and eventual rivalry with Tommy Shelby.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Gray
Target entity description: Michael Gray is a key member of the Shelby family and the Shelby Company in the British crime drama series "Peaky Blinders," known for his ambition, business acumen, and eventual rivalry with Tommy Shelby.
  • A. Michael Graydon
    Michael Graydon is a retired senior Royal Air Force officer who served as a leading commander of British fighter aviation during the late 20th century.
  • B. Christopher Blake
    Christopher Blake is a stage play written by American playwright Moss Hart, best known for its dramatic exploration of family and marital conflict.
  • C. 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.
  • D. Richard Harrison
    Richard Harrison was an early husband of Katherine "Kitty" Oppenheimer, who later became known as the wife of physicist J. Robert Oppenheimer.
  • E. 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.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6cfffc88190b49433f52581420e completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea884ac4c8190b484db995251c136 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aea92cc66c81909a46b83200960fe2 completed March 9, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69aea9b8dff08190a09f0c965dfd6738 completed March 9, 2026, 11:06 a.m.
Created at: March 4, 2026, 7:54 p.m.