Triple
T2350691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peaky Blinders |
E47440
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Arthur Shelby
Arthur Shelby is a volatile and fiercely loyal member of the Shelby family and a key leader in the criminal gang at the center of the British TV series "Peaky Blinders."
|
E258382
|
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: Arthur Shelby | Statement: [Peaky Blinders, mainCharacter, Arthur Shelby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Shelby Context triple: [Peaky Blinders, mainCharacter, Arthur Shelby]
-
A.
Arthur Shelby
Arthur Shelby is a Kentucky plantation owner in Harriet Beecher Stowe’s novel "Uncle Tom’s Cabin," depicted as a relatively kind but morally compromised slaveholder whose financial troubles lead to the sale of Uncle Tom.
-
B.
Randolph Galt
Randolph Galt was the husband of American actress Anne Baxter, known primarily for his marriage to the Academy Award–winning star.
-
C.
Charlie Pace
Charlie Pace is a fictional rock musician and troubled yet endearing survivor from the television series "Lost."
-
D.
Oscar Hopkins
Oscar Hopkins is a timid, eccentric Anglican priest and compulsive gambler who becomes one of the two central protagonists in Peter Carey’s novel "Oscar and Lucinda."
-
E.
Daniel Drew
Daniel Drew was a 19th-century American financier and speculator notorious for his role in railroad wars and stock market manipulation on Wall Street.
- 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: Arthur Shelby Triple: [Peaky Blinders, mainCharacter, Arthur Shelby]
Generated description
Arthur Shelby is a volatile and fiercely loyal member of the Shelby family and a key leader in the criminal gang at the center of the British TV series "Peaky Blinders."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur Shelby Target entity description: Arthur Shelby is a volatile and fiercely loyal member of the Shelby family and a key leader in the criminal gang at the center of the British TV series "Peaky Blinders."
-
A.
Arthur Shelby
Arthur Shelby is a Kentucky plantation owner in Harriet Beecher Stowe’s novel "Uncle Tom’s Cabin," depicted as a relatively kind but morally compromised slaveholder whose financial troubles lead to the sale of Uncle Tom.
-
B.
Randolph Galt
Randolph Galt was the husband of American actress Anne Baxter, known primarily for his marriage to the Academy Award–winning star.
-
C.
Charlie Pace
Charlie Pace is a fictional rock musician and troubled yet endearing survivor from the television series "Lost."
-
D.
Oscar Hopkins
Oscar Hopkins is a timid, eccentric Anglican priest and compulsive gambler who becomes one of the two central protagonists in Peter Carey’s novel "Oscar and Lucinda."
-
E.
Daniel Drew
Daniel Drew was a 19th-century American financier and speculator notorious for his role in railroad wars and stock market manipulation on Wall Street.
- 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_69ae962f769881909a7713880eaa9b84 |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae96b399608190bfa846c433612142 |
completed | March 9, 2026, 9:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae977aac9c8190b5fecd5fea8893fd |
completed | March 9, 2026, 9:48 a.m. |
Created at: March 4, 2026, 7:54 p.m.