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.