Triple
T2350702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peaky Blinders |
E47440
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Esme Shelby
Esme Shelby is a free-spirited, sharp-tongued Romani woman who marries into the Shelby family and becomes a recurring figure in the British crime drama series "Peaky Blinders."
|
E258389
|
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: Esme Shelby | Statement: [Peaky Blinders, character, Esme Shelby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esme Shelby Context triple: [Peaky Blinders, character, Esme Shelby]
-
A.
Elizabeth Parker
Elizabeth Parker is a British composer and sound designer best known for her electronic music and soundscapes created at the BBC Radiophonic Workshop.
-
B.
Scarlett Curtis
Scarlett Curtis is a British writer, activist, and feminist known for her work on mental health advocacy and for editing the bestselling anthology "Feminists Don't Wear Pink (and Other Lies)."
-
C.
India Wilkes
India Wilkes is a supporting character in Margaret Mitchell's novel "Gone with the Wind," known as Ashley Wilkes's prim, proper cousin who harbors a long-standing resentment toward Scarlett O'Hara.
-
D.
Eliza Allen
Eliza Allen was a 19th-century American woman best known as the brief and controversial first wife of Texas statesman and military leader Sam Houston.
-
E.
Rosaleen Daise
Rosaleen Daise is a strong-willed, outspoken Black housekeeper and mother figure who plays a central role in Lily Owens’s journey of self-discovery in the novel *The Secret Life of Bees*.
- 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: Esme Shelby Triple: [Peaky Blinders, character, Esme Shelby]
Generated description
Esme Shelby is a free-spirited, sharp-tongued Romani woman who marries into the Shelby family and becomes a recurring figure in the British crime drama series "Peaky Blinders."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Esme Shelby Target entity description: Esme Shelby is a free-spirited, sharp-tongued Romani woman who marries into the Shelby family and becomes a recurring figure in the British crime drama series "Peaky Blinders."
-
A.
Elizabeth Parker
Elizabeth Parker is a British composer and sound designer best known for her electronic music and soundscapes created at the BBC Radiophonic Workshop.
-
B.
Scarlett Curtis
Scarlett Curtis is a British writer, activist, and feminist known for her work on mental health advocacy and for editing the bestselling anthology "Feminists Don't Wear Pink (and Other Lies)."
-
C.
India Wilkes
India Wilkes is a supporting character in Margaret Mitchell's novel "Gone with the Wind," known as Ashley Wilkes's prim, proper cousin who harbors a long-standing resentment toward Scarlett O'Hara.
-
D.
Eliza Allen
Eliza Allen was a 19th-century American woman best known as the brief and controversial first wife of Texas statesman and military leader Sam Houston.
-
E.
Rosaleen Daise
Rosaleen Daise is a strong-willed, outspoken Black housekeeper and mother figure who plays a central role in Lily Owens’s journey of self-discovery in the novel *The Secret Life of Bees*.
- 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.