Triple

T10396361
Position Surface form Disambiguated ID Type / Status
Subject Hustle E245031 entity
Predicate mainCharacter P1183 FINISHED
Object Danny Blue
Danny Blue is a charismatic and quick-witted con artist in the British television series "Hustle," known for his role in elaborate long cons and confidence tricks.
 E860451 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: Danny Blue | Statement: [Hustle, mainCharacter, Danny Blue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Danny Blue
Context triple: [Hustle, mainCharacter, Danny Blue]
  • A. Blu Murray
    Blu Murray is a film editor known for his work on major feature films, including the drama "Sully" directed by Clint Eastwood.
  • B. Davey
    Davey is a diminutive given name, typically used as a familiar or affectionate form of David.
  • C. Joe Breeze
    Joe Breeze is an American bicycle designer and framebuilder widely recognized as one of the pioneers of the modern mountain bike.
  • D. Billy McBride
    Billy McBride is a washed-up but brilliant defense attorney who becomes an unlikely antihero as he takes on powerful adversaries in the legal drama series "Goliath."
  • E. Jordan McDeere
    Jordan McDeere is a sharp, idealistic network executive on the television series "Studio 60 on the Sunset Strip," known for her principled clashes and romantic tension with producer Danny Tripp.
  • 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: Danny Blue
Triple: [Hustle, mainCharacter, Danny Blue]
Generated description
Danny Blue is a charismatic and quick-witted con artist in the British television series "Hustle," known for his role in elaborate long cons and confidence tricks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Danny Blue
Target entity description: Danny Blue is a charismatic and quick-witted con artist in the British television series "Hustle," known for his role in elaborate long cons and confidence tricks.
  • A. Blu Murray
    Blu Murray is a film editor known for his work on major feature films, including the drama "Sully" directed by Clint Eastwood.
  • B. Davey
    Davey is a diminutive given name, typically used as a familiar or affectionate form of David.
  • C. Joe Breeze
    Joe Breeze is an American bicycle designer and framebuilder widely recognized as one of the pioneers of the modern mountain bike.
  • D. Billy McBride
    Billy McBride is a washed-up but brilliant defense attorney who becomes an unlikely antihero as he takes on powerful adversaries in the legal drama series "Goliath."
  • E. Jordan McDeere
    Jordan McDeere is a sharp, idealistic network executive on the television series "Studio 60 on the Sunset Strip," known for her principled clashes and romantic tension with producer Danny Tripp.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9cf79348190975d6c1791e3b621 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d795cf331c8190b35caf3997dc29a3 completed April 9, 2026, 12:04 p.m.
NEDg Description generation batch_69d7bde050ac8190b87a0c81700ad1b1 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e60afaf481909a0790c94e323143 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, 12:06 p.m.