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.