Triple
T2350694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peaky Blinders |
E47440
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
John Shelby
John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
|
E262186
|
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 Shelby | Statement: [Peaky Blinders, mainCharacter, John Shelby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Shelby Context triple: [Peaky Blinders, mainCharacter, John Shelby]
-
A.
Charles G. Smith
Charles G. Smith was an American engineer and businessman best known as a co-founder of the defense and aerospace company Raytheon.
-
B.
J. Dallas Dort
J. Dallas Dort was an American automobile pioneer and industrialist best known as the co-founder of the Durant-Dort Carriage Company, a key precursor to General Motors.
-
C.
George Wesley Edmonds
George Wesley Edmonds was one of the original founders of Kappa Alpha Psi Fraternity, Incorporated, a historically African American collegiate Greek-letter organization.
-
D.
William H. Willimon
William H. Willimon is an American Methodist bishop, theologian, and prolific author known especially for his influential work in preaching and pastoral theology.
-
E.
John Luther
John Luther is a brilliant but tormented London detective from the British crime drama series "Luther," known for his obsessive pursuit of justice and morally ambiguous methods.
- 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 Shelby Triple: [Peaky Blinders, mainCharacter, John Shelby]
Generated description
John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Shelby Target entity description: John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
-
A.
Charles G. Smith
Charles G. Smith was an American engineer and businessman best known as a co-founder of the defense and aerospace company Raytheon.
-
B.
J. Dallas Dort
J. Dallas Dort was an American automobile pioneer and industrialist best known as the co-founder of the Durant-Dort Carriage Company, a key precursor to General Motors.
-
C.
George Wesley Edmonds
George Wesley Edmonds was one of the original founders of Kappa Alpha Psi Fraternity, Incorporated, a historically African American collegiate Greek-letter organization.
-
D.
William H. Willimon
William H. Willimon is an American Methodist bishop, theologian, and prolific author known especially for his influential work in preaching and pastoral theology.
-
E.
John Luther
John Luther is a brilliant but tormented London detective from the British crime drama series "Luther," known for his obsessive pursuit of justice and morally ambiguous methods.
- 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_69aeb3c116088190b15fd12d5ac75594 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb43a78f88190a152c8fa83823202 |
completed | March 9, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb4a713508190a9b06ba88364d4d4 |
completed | March 9, 2026, 11:53 a.m. |
Created at: March 4, 2026, 7:54 p.m.