Triple

T11822686
Position Surface form Disambiguated ID Type / Status
Subject Hard Times E281177 entity
Predicate mainCharacter P1183 FINISHED
Object James Harthouse
James Harthouse is a charming, cynical gentleman in Charles Dickens's novel "Hard Times," whose idle curiosity and flirtation with Louisa Gradgrind expose the moral emptiness of the utilitarian society around him.
E952152 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: James Harthouse | Statement: [Hard Times, mainCharacter, James Harthouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Harthouse
Context triple: [Hard Times, mainCharacter, James Harthouse]
  • A. Arthur Lappin
    Arthur Lappin is an Irish film producer best known for his long-time collaboration with director Jim Sheridan on acclaimed films such as "My Left Foot" and "In the Name of the Father."
  • B. Herbert Dalmas
    Herbert Dalmas was an American screenwriter active in mid-20th-century Hollywood, known for contributing scripts to dramatic feature films.
  • C. Henry Pilger
    Henry Pilger is an individual notable enough to be recognized as a bearer of the surname Pilger, though specific widely known biographical details about him are not readily available.
  • D. Henry Van Brunt
    Henry Van Brunt was a prominent 19th-century American architect known for his influential role in shaping civic and institutional architecture across the United States.
  • E. Theodore Hook
    Theodore Hook was a 19th-century English man of letters best known as a comic novelist, wit, and prolific writer of light fiction and satire.
  • 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: James Harthouse
Triple: [Hard Times, mainCharacter, James Harthouse]
Generated description
James Harthouse is a charming, cynical gentleman in Charles Dickens's novel "Hard Times," whose idle curiosity and flirtation with Louisa Gradgrind expose the moral emptiness of the utilitarian society around him.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Harthouse
Target entity description: James Harthouse is a charming, cynical gentleman in Charles Dickens's novel "Hard Times," whose idle curiosity and flirtation with Louisa Gradgrind expose the moral emptiness of the utilitarian society around him.
  • A. Arthur Lappin
    Arthur Lappin is an Irish film producer best known for his long-time collaboration with director Jim Sheridan on acclaimed films such as "My Left Foot" and "In the Name of the Father."
  • B. Herbert Dalmas
    Herbert Dalmas was an American screenwriter active in mid-20th-century Hollywood, known for contributing scripts to dramatic feature films.
  • C. Henry Pilger
    Henry Pilger is an individual notable enough to be recognized as a bearer of the surname Pilger, though specific widely known biographical details about him are not readily available.
  • D. Henry Van Brunt
    Henry Van Brunt was a prominent 19th-century American architect known for his influential role in shaping civic and institutional architecture across the United States.
  • E. Theodore Hook
    Theodore Hook was a 19th-century English man of letters best known as a comic novelist, wit, and prolific writer of light fiction and satire.
  • 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_69f2812007dc81908e56fd47b2a94836 completed April 29, 2026, 10:07 p.m.
NEDg Description generation batch_69f40b2d0a388190a11a0e2d806e310b completed May 1, 2026, 2:08 a.m.
NED2 Entity disambiguation (via description) batch_69f40deb4eec8190a8fe1aa59b1514e6 completed May 1, 2026, 2:20 a.m.
Created at: April 8, 2026, 9:42 p.m.