Triple

T2182090
Position Surface form Disambiguated ID Type / Status
Subject Bernard Hill E49066 entity
Predicate notableWork P4 FINISHED
Object Boys from the Blackstuff
Boys from the Blackstuff is a critically acclaimed early-1980s British television drama series depicting the struggles of unemployed working-class men in Liverpool during a period of economic hardship.
E243208 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: Boys from the Blackstuff | Statement: [Bernard Hill, notableWork, Boys from the Blackstuff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boys from the Blackstuff
Context triple: [Bernard Hill, notableWork, Boys from the Blackstuff]
  • A. Steptoe and Son
    Steptoe and Son is a British television sitcom about a cantankerous junk dealer and his frustrated son, widely known as the inspiration for the American series Sanford and Son.
  • B. The Full Monty
    The Full Monty is a 1997 British comedy-drama film about a group of unemployed steelworkers who form an unlikely male striptease act to make money and regain their self-respect.
  • C. Last of the Summer Wine
    Last of the Summer Wine is a long-running British television sitcom set in rural Yorkshire, following the humorous misadventures of a group of elderly friends.
  • D. About a Boy
    About a Boy is a 2002 British-American comedy-drama film, based on Nick Hornby’s novel, about an immature bachelor whose life changes when he befriends a lonely young boy.
  • E. Hancock's Half Hour
    Hancock's Half Hour is a classic British radio and television comedy series from the 1950s and early 1960s, starring Tony Hancock and known for its character-driven humor and influential role in shaping modern sitcoms.
  • 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: Boys from the Blackstuff
Triple: [Bernard Hill, notableWork, Boys from the Blackstuff]
Generated description
Boys from the Blackstuff is a critically acclaimed early-1980s British television drama series depicting the struggles of unemployed working-class men in Liverpool during a period of economic hardship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boys from the Blackstuff
Target entity description: Boys from the Blackstuff is a critically acclaimed early-1980s British television drama series depicting the struggles of unemployed working-class men in Liverpool during a period of economic hardship.
  • A. Steptoe and Son
    Steptoe and Son is a British television sitcom about a cantankerous junk dealer and his frustrated son, widely known as the inspiration for the American series Sanford and Son.
  • B. The Full Monty
    The Full Monty is a 1997 British comedy-drama film about a group of unemployed steelworkers who form an unlikely male striptease act to make money and regain their self-respect.
  • C. Last of the Summer Wine
    Last of the Summer Wine is a long-running British television sitcom set in rural Yorkshire, following the humorous misadventures of a group of elderly friends.
  • D. About a Boy
    About a Boy is a 2002 British-American comedy-drama film, based on Nick Hornby’s novel, about an immature bachelor whose life changes when he befriends a lonely young boy.
  • E. Hancock's Half Hour
    Hancock's Half Hour is a classic British radio and television comedy series from the 1950s and early 1960s, starring Tony Hancock and known for its character-driven humor and influential role in shaping modern sitcoms.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbef1f8c0819084da6002035bbf93 completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5da786e48190896cae8fdcee3d83 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.