Triple

T11822684
Position Surface form Disambiguated ID Type / Status
Subject Hard Times E281177 entity
Predicate mainCharacter P1183 FINISHED
Object Stephen Blackpool
Stephen Blackpool is a compassionate but downtrodden factory worker in Charles Dickens's novel "Hard Times," symbolizing the struggles and injustices faced by the Victorian working class.
 E948346 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: Stephen Blackpool | Statement: [Hard Times, mainCharacter, Stephen Blackpool]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Blackpool
Context triple: [Hard Times, mainCharacter, Stephen Blackpool]
  • A. Nathaniel Lofthouse
    Nathaniel "Nat" Lofthouse was a legendary English footballer, famed as a powerful centre-forward for Bolton Wanderers and the England national team in the mid-20th century.
  • B. Tom Sayers
    Tom Sayers was a celebrated 19th-century English bare-knuckle prizefighter regarded as one of the greatest boxers of his era.
  • C. Sam Dodsworth
    Sam Dodsworth is the successful yet emotionally unfulfilled American businessman at the center of Sinclair Lewis’s novel and its stage and film adaptations, whose travels in Europe trigger a profound midlife reckoning with his marriage and identity.
  • D. Oliver Braddick
    Oliver Braddick is a British experimental psychologist and neuroscientist known for his influential work on visual perception and development.
  • E. Henry Waghorn
    Henry Waghorn was a British aviator best known for winning the prestigious 1929 Schneider Trophy seaplane race.
  • 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: Stephen Blackpool
Triple: [Hard Times, mainCharacter, Stephen Blackpool]
Generated description
Stephen Blackpool is a compassionate but downtrodden factory worker in Charles Dickens's novel "Hard Times," symbolizing the struggles and injustices faced by the Victorian working class.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Blackpool
Target entity description: Stephen Blackpool is a compassionate but downtrodden factory worker in Charles Dickens's novel "Hard Times," symbolizing the struggles and injustices faced by the Victorian working class.
  • A. Nathaniel Lofthouse
    Nathaniel "Nat" Lofthouse was a legendary English footballer, famed as a powerful centre-forward for Bolton Wanderers and the England national team in the mid-20th century.
  • B. Tom Sayers
    Tom Sayers was a celebrated 19th-century English bare-knuckle prizefighter regarded as one of the greatest boxers of his era.
  • C. Sam Dodsworth
    Sam Dodsworth is the successful yet emotionally unfulfilled American businessman at the center of Sinclair Lewis’s novel and its stage and film adaptations, whose travels in Europe trigger a profound midlife reckoning with his marriage and identity.
  • D. Oliver Braddick
    Oliver Braddick is a British experimental psychologist and neuroscientist known for his influential work on visual perception and development.
  • E. Henry Waghorn
    Henry Waghorn was a British aviator best known for winning the prestigious 1929 Schneider Trophy seaplane race.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5e9c50481909b2287a0b23d2094 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131f4e2ec8190a78c101e17eaa5c0 completed April 28, 2026, 10:17 p.m.
NEDg Description generation batch_69f14e8a1b788190a1704d6e102342e3 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f15715a1588190ba0ec21647adc57c completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.