Triple

T15039174
Position Surface form Disambiguated ID Type / Status
Subject James Steerforth E378554 entity
Predicate betrays P25013 FINISHED
Object Daniel Peggotty
Daniel Peggotty is a kind-hearted Yarmouth fisherman and guardian figure in Charles Dickens's novel "David Copperfield," devoted to protecting and rescuing his family.
E1136083 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: Daniel Peggotty | Statement: [James Steerforth, betrays, Daniel Peggotty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Peggotty
Context triple: [James Steerforth, betrays, Daniel Peggotty]
  • A. Emma Micawber
    Emma Micawber is a loyal and optimistic fictional character in Charles Dickens's novel "David Copperfield," known for her unwavering faith in her often-impoverished husband, Wilkins Micawber.
  • B. Mr. Dick
    Mr. Dick is an eccentric but kind-hearted and loyal companion in Charles Dickens's novel "David Copperfield," known for his childlike simplicity and devotion to Betsey Trotwood.
  • C. Mr. Murdstone
    Mr. Murdstone is a harsh, authoritarian stepfather and key antagonist in Charles Dickens's novel "David Copperfield."
  • D. 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."
  • E. 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."
  • 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: Daniel Peggotty
Triple: [James Steerforth, betrays, Daniel Peggotty]
Generated description
Daniel Peggotty is a kind-hearted Yarmouth fisherman and guardian figure in Charles Dickens's novel "David Copperfield," devoted to protecting and rescuing his family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Peggotty
Target entity description: Daniel Peggotty is a kind-hearted Yarmouth fisherman and guardian figure in Charles Dickens's novel "David Copperfield," devoted to protecting and rescuing his family.
  • A. Emma Micawber
    Emma Micawber is a loyal and optimistic fictional character in Charles Dickens's novel "David Copperfield," known for her unwavering faith in her often-impoverished husband, Wilkins Micawber.
  • B. Mr. Dick
    Mr. Dick is an eccentric but kind-hearted and loyal companion in Charles Dickens's novel "David Copperfield," known for his childlike simplicity and devotion to Betsey Trotwood.
  • C. Mr. Murdstone
    Mr. Murdstone is a harsh, authoritarian stepfather and key antagonist in Charles Dickens's novel "David Copperfield."
  • D. 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."
  • E. 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."
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82cf3848190b0b2b6c9e65bc70b completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5b75c04819085996a7f88ab6c38 completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea9f91f3c8190bff7dc7a028a382b completed May 9, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_69feaa469df88190b7f08de78613121d completed May 9, 2026, 3:30 a.m.
Created at: April 10, 2026, 3 a.m.