Triple

T18144694
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Gaskell E434355 entity
Predicate notableWork P4 FINISHED
Object Mary Barton
Mary Barton is a social realist novel by Elizabeth Gaskell that portrays the struggles of working-class life in industrial Manchester during the 19th century.
E1308120 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: Mary Barton | Statement: [Elizabeth Gaskell, notableWork, Mary Barton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mary Barton
Context triple: [Elizabeth Gaskell, notableWork, Mary Barton]
  • A. Barnaby Rudge
    Barnaby Rudge is a historical novel by Charles Dickens that dramatizes social unrest and religious tension in late 18th-century England.
  • B. The Cry of the Children
    The Cry of the Children is a socially critical poem by Elizabeth Barrett Browning that condemns the exploitation of child labor during the Industrial Revolution.
  • C. The Workhouse Ward
    The Workhouse Ward is a one-act comedic play by Irish dramatist Lady Gregory that portrays the humorous rivalry between two elderly men living in a workhouse.
  • D. Coram's Fields
    Coram's Fields is a unique seven-acre children's park and playground in central London that only allows adults to enter when accompanied by a child.
  • E. The Cries of London
    The Cries of London is a celebrated series of late 18th-century genre paintings depicting London street vendors and everyday urban life.
  • 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: Mary Barton
Triple: [Elizabeth Gaskell, notableWork, Mary Barton]
Generated description
Mary Barton is a social realist novel by Elizabeth Gaskell that portrays the struggles of working-class life in industrial Manchester during the 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mary Barton
Target entity description: Mary Barton is a social realist novel by Elizabeth Gaskell that portrays the struggles of working-class life in industrial Manchester during the 19th century.
  • A. Barnaby Rudge
    Barnaby Rudge is a historical novel by Charles Dickens that dramatizes social unrest and religious tension in late 18th-century England.
  • B. The Cry of the Children
    The Cry of the Children is a socially critical poem by Elizabeth Barrett Browning that condemns the exploitation of child labor during the Industrial Revolution.
  • C. The Workhouse Ward
    The Workhouse Ward is a one-act comedic play by Irish dramatist Lady Gregory that portrays the humorous rivalry between two elderly men living in a workhouse.
  • D. Coram's Fields
    Coram's Fields is a unique seven-acre children's park and playground in central London that only allows adults to enter when accompanied by a child.
  • E. The Cries of London
    The Cries of London is a celebrated series of late 18th-century genre paintings depicting London street vendors and everyday urban life.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de32d3f88190bd9f406729716407 completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038552a3e081908d055737dd85b2c6 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03887c8e4c819084d905bd116799fc completed May 12, 2026, 8:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0388ea54a0819089def110dd41b4d4 completed May 12, 2026, 8:09 p.m.
Created at: April 10, 2026, 10:29 a.m.