Triple

T2350700
Position Surface form Disambiguated ID Type / Status
Subject Peaky Blinders E47440 entity
Predicate character P662 FINISHED
Object Lizzie Stark
Lizzie Stark is a recurring character in the British crime drama series "Peaky Blinders," known for her complex relationship with Tommy Shelby and her evolution from sex worker to a central figure in the Shelby family’s affairs.
E258387 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: Lizzie Stark | Statement: [Peaky Blinders, character, Lizzie Stark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lizzie Stark
Context triple: [Peaky Blinders, character, Lizzie Stark]
  • A. Lizzie Eustace
    Lizzie Eustace is a central, scheming heiress character in Anthony Trollope’s Palliser novels, known for her beauty, manipulation, and involvement in social and marital intrigues.
  • B. Molly Stark
    Molly Stark was the wife of American Revolutionary War General John Stark, remembered in part through his famous battle cry invoking her name at the Battle of Bennington.
  • C. Antonia Hitchens
    Antonia Hitchens is a journalist and writer, known for her reported features and essays in publications such as The New Yorker and The New York Times.
  • D. Lucy Barclay
    Lucy Barclay was the wife of English gun-maker and businessman Samuel Galton Jr., a prominent member of the Lunar Society of Birmingham.
  • E. Elisabeth Dell
    Elisabeth Dell was the wife of Dutch Golden Age painter Ferdinand Bol, known primarily through her association with the artist and his Amsterdam milieu.
  • 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: Lizzie Stark
Triple: [Peaky Blinders, character, Lizzie Stark]
Generated description
Lizzie Stark is a recurring character in the British crime drama series "Peaky Blinders," known for her complex relationship with Tommy Shelby and her evolution from sex worker to a central figure in the Shelby family’s affairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lizzie Stark
Target entity description: Lizzie Stark is a recurring character in the British crime drama series "Peaky Blinders," known for her complex relationship with Tommy Shelby and her evolution from sex worker to a central figure in the Shelby family’s affairs.
  • A. Lizzie Eustace
    Lizzie Eustace is a central, scheming heiress character in Anthony Trollope’s Palliser novels, known for her beauty, manipulation, and involvement in social and marital intrigues.
  • B. Molly Stark
    Molly Stark was the wife of American Revolutionary War General John Stark, remembered in part through his famous battle cry invoking her name at the Battle of Bennington.
  • C. Antonia Hitchens
    Antonia Hitchens is a journalist and writer, known for her reported features and essays in publications such as The New Yorker and The New York Times.
  • D. Lucy Barclay
    Lucy Barclay was the wife of English gun-maker and businessman Samuel Galton Jr., a prominent member of the Lunar Society of Birmingham.
  • E. Elisabeth Dell
    Elisabeth Dell was the wife of Dutch Golden Age painter Ferdinand Bol, known primarily through her association with the artist and his Amsterdam milieu.
  • 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.