Triple

T13667879
Position Surface form Disambiguated ID Type / Status
Subject Exile E327669 entity
Predicate writer P1360 FINISHED
Object Danny Brocklehurst
Danny Brocklehurst is a British screenwriter and television dramatist known for his work on series such as "Shameless," "Clocking Off," and "Ordinary Lies."
E1052695 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 Brocklehurst | Statement: [Exile, writer, Danny Brocklehurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danny Brocklehurst
Context triple: [Exile, writer, Danny Brocklehurst]
  • A. Peter Hollingworth
    Peter Hollingworth is an Australian Anglican bishop and former Archbishop of Brisbane who served as Governor-General of Australia in the early 2000s.
  • B. Peter Handcock
    Peter Handcock was a real-life Australian soldier involved in the controversial Boer War court-martial alongside Harry "Breaker" Morant, whose story is dramatized in the film "Breaker Morant."
  • C. Charles Butterworth
    Charles Butterworth was an American comic film actor of the 1930s and early 1940s, known for his dry, dithering persona in numerous Hollywood comedies.
  • D. Sam Farrar
    Sam Farrar is an American musician, songwriter, and producer best known as a touring and later official member of the pop rock band Maroon 5.
  • E. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • 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 Brocklehurst
Triple: [Exile, writer, Danny Brocklehurst]
Generated description
Danny Brocklehurst is a British screenwriter and television dramatist known for his work on series such as "Shameless," "Clocking Off," and "Ordinary Lies."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danny Brocklehurst
Target entity description: Danny Brocklehurst is a British screenwriter and television dramatist known for his work on series such as "Shameless," "Clocking Off," and "Ordinary Lies."
  • A. Peter Hollingworth
    Peter Hollingworth is an Australian Anglican bishop and former Archbishop of Brisbane who served as Governor-General of Australia in the early 2000s.
  • B. Peter Handcock
    Peter Handcock was a real-life Australian soldier involved in the controversial Boer War court-martial alongside Harry "Breaker" Morant, whose story is dramatized in the film "Breaker Morant."
  • C. Charles Butterworth
    Charles Butterworth was an American comic film actor of the 1930s and early 1940s, known for his dry, dithering persona in numerous Hollywood comedies.
  • D. Sam Farrar
    Sam Farrar is an American musician, songwriter, and producer best known as a touring and later official member of the pop rock band Maroon 5.
  • E. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65832688190aea688fee0a7cbdb completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0cfe0c8190b0fe50931e9788cf completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.