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.