Triple

T12263634
Position Surface form Disambiguated ID Type / Status
Subject Far from the Madding Crowd E292286 entity
Predicate hasCharacter P2308 FINISHED
Object Liddy Smallbury
Liddy Smallbury is a minor but memorable servant and confidante to Bathsheba Everdene in Thomas Hardy’s novel "Far from the Madding Crowd," often providing comic relief and practical insight.
E971179 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: Liddy Smallbury | Statement: [Far from the Madding Crowd, hasCharacter, Liddy Smallbury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liddy Smallbury
Context triple: [Far from the Madding Crowd, hasCharacter, Liddy Smallbury]
  • A. Grace Petrie
    Grace Petrie is a British folk singer-songwriter and political activist known for her sharp, socially conscious lyrics and frequent appearances on BBC Radio 4 comedy and current affairs programmes.
  • B. Ann Biddle
    Ann Biddle was the wife of American Revolutionary War officer and later controversial U.S. Army general James Wilkinson.
  • C. Margaret Pumphrey
    Margaret Pumphrey was the wife of British-born American actor Victor McLaglen, an Academy Award–winning star of early 20th-century cinema.
  • D. Elizabeth Maddern
    Elizabeth Maddern was the first wife of American writer Jack London (born John Griffith Chaney), married to him before his rise to literary fame.
  • E. Frances Liddy
    Frances Liddy was the wife of G. Gordon Liddy, the former FBI agent and key figure in the Watergate scandal.
  • 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: Liddy Smallbury
Triple: [Far from the Madding Crowd, hasCharacter, Liddy Smallbury]
Generated description
Liddy Smallbury is a minor but memorable servant and confidante to Bathsheba Everdene in Thomas Hardy’s novel "Far from the Madding Crowd," often providing comic relief and practical insight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liddy Smallbury
Target entity description: Liddy Smallbury is a minor but memorable servant and confidante to Bathsheba Everdene in Thomas Hardy’s novel "Far from the Madding Crowd," often providing comic relief and practical insight.
  • A. Grace Petrie
    Grace Petrie is a British folk singer-songwriter and political activist known for her sharp, socially conscious lyrics and frequent appearances on BBC Radio 4 comedy and current affairs programmes.
  • B. Ann Biddle
    Ann Biddle was the wife of American Revolutionary War officer and later controversial U.S. Army general James Wilkinson.
  • C. Margaret Pumphrey
    Margaret Pumphrey was the wife of British-born American actor Victor McLaglen, an Academy Award–winning star of early 20th-century cinema.
  • D. Elizabeth Maddern
    Elizabeth Maddern was the first wife of American writer Jack London (born John Griffith Chaney), married to him before his rise to literary fame.
  • E. Frances Liddy
    Frances Liddy was the wife of G. Gordon Liddy, the former FBI agent and key figure in the Watergate scandal.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdb0a948190aeee4ca3c01f801e completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ac3ce008190856a917c2c75862a completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60f220554819088c0aa5706f44856 completed May 2, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_69f60f9f40f48190b60be483d1922b22 completed May 2, 2026, 2:52 p.m.
Created at: April 8, 2026, 9:52 p.m.