Triple

T11822683
Position Surface form Disambiguated ID Type / Status
Subject Hard Times E281177 entity
Predicate mainCharacter P1183 FINISHED
Object Josiah Bounderby
Josiah Bounderby is a wealthy, self-made industrialist and banker in Charles Dickens's novel "Hard Times," known for his boastful hypocrisy and harsh utilitarian views.
 E948345 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: Josiah Bounderby | Statement: [Hard Times, mainCharacter, Josiah Bounderby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Josiah Bounderby
Context triple: [Hard Times, mainCharacter, Josiah Bounderby]
  • A. Mrs. Joe Gargery
    Mrs. Joe Gargery is Pip’s harsh, domineering sister and guardian in Charles Dickens’s novel "Great Expectations," known for her abusive temperament and memorable catchphrase about having brought him up "by hand."
  • B. Joe Gargery
    Joe Gargery is the kind-hearted blacksmith and Pip’s gentle father figure in Charles Dickens’s novel "Great Expectations."
  • C. Wemmick
    Wemmick is a clerk in Mr. Jaggers’s law office in Charles Dickens’s novel "Great Expectations," known for his split personality between his dry, businesslike demeanor at work and his warm, eccentric life at his miniature "castle" home.
  • D. Mr. Murdstone
    Mr. Murdstone is a harsh, authoritarian stepfather and key antagonist in Charles Dickens's novel "David Copperfield."
  • E. Bob Cratchit
    Bob Cratchit is the humble, kind-hearted and underpaid clerk of Ebenezer Scrooge, best known as the devoted father of Tiny Tim in Charles Dickens’s novella "A Christmas Carol."
  • 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: Josiah Bounderby
Triple: [Hard Times, mainCharacter, Josiah Bounderby]
Generated description
Josiah Bounderby is a wealthy, self-made industrialist and banker in Charles Dickens's novel "Hard Times," known for his boastful hypocrisy and harsh utilitarian views.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Josiah Bounderby
Target entity description: Josiah Bounderby is a wealthy, self-made industrialist and banker in Charles Dickens's novel "Hard Times," known for his boastful hypocrisy and harsh utilitarian views.
  • A. Mrs. Joe Gargery
    Mrs. Joe Gargery is Pip’s harsh, domineering sister and guardian in Charles Dickens’s novel "Great Expectations," known for her abusive temperament and memorable catchphrase about having brought him up "by hand."
  • B. Joe Gargery
    Joe Gargery is the kind-hearted blacksmith and Pip’s gentle father figure in Charles Dickens’s novel "Great Expectations."
  • C. Wemmick
    Wemmick is a clerk in Mr. Jaggers’s law office in Charles Dickens’s novel "Great Expectations," known for his split personality between his dry, businesslike demeanor at work and his warm, eccentric life at his miniature "castle" home.
  • D. Mr. Murdstone
    Mr. Murdstone is a harsh, authoritarian stepfather and key antagonist in Charles Dickens's novel "David Copperfield."
  • E. Bob Cratchit
    Bob Cratchit is the humble, kind-hearted and underpaid clerk of Ebenezer Scrooge, best known as the devoted father of Tiny Tim in Charles Dickens’s novella "A Christmas Carol."
  • 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.