Triple
T2350697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peaky Blinders |
E47440
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Grace Burgess
Grace Burgess is a central figure in the British crime drama "Peaky Blinders," known as an undercover agent who becomes romantically involved with gang leader Thomas Shelby.
|
E335682
|
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: Grace Burgess | Statement: [Peaky Blinders, character, Grace Burgess]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grace Burgess Context triple: [Peaky Blinders, character, Grace Burgess]
-
A.
Julia Biggs
Julia Biggs is the warm, devoted church wife and mother at the heart of the film "The Preacher's Wife," portrayed by Whitney Houston.
-
B.
Julia Biggs
Julia Biggs is known as the wife of Reverend Henry Biggs, a clergyman active in religious and community life.
-
C.
Emily Sargent
Emily Sargent was a British artist and watercolorist, best known for her landscapes and for being part of the culturally prominent Sargent family.
-
D.
Emily Willans
Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
-
E.
Ann Barton
Ann Barton is the fictional protagonist of the 1938 aviation drama film "Test Pilot."
- 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: Grace Burgess Triple: [Peaky Blinders, character, Grace Burgess]
Generated description
Grace Burgess is a central figure in the British crime drama "Peaky Blinders," known as an undercover agent who becomes romantically involved with gang leader Thomas Shelby.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grace Burgess Target entity description: Grace Burgess is a central figure in the British crime drama "Peaky Blinders," known as an undercover agent who becomes romantically involved with gang leader Thomas Shelby.
-
A.
Julia Biggs
Julia Biggs is the warm, devoted church wife and mother at the heart of the film "The Preacher's Wife," portrayed by Whitney Houston.
-
B.
Julia Biggs
Julia Biggs is known as the wife of Reverend Henry Biggs, a clergyman active in religious and community life.
-
C.
Emily Sargent
Emily Sargent was a British artist and watercolorist, best known for her landscapes and for being part of the culturally prominent Sargent family.
-
D.
Emily Willans
Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
-
E.
Ann Barton
Ann Barton is the fictional protagonist of the 1938 aviation drama film "Test Pilot."
- 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_69b24ab711808190a7da65abdc663cb4 |
completed | March 12, 2026, 5:10 a.m. |
| NEDg | Description generation | batch_69b24c78cb408190948f715254175cff |
completed | March 12, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b24d2ce888819087cc7c3f5db0e859 |
completed | March 12, 2026, 5:20 a.m. |
Created at: March 4, 2026, 7:54 p.m.