Triple

T14722827
Position Surface form Disambiguated ID Type / Status
Subject John Thornton E345857 entity
Predicate loveInterest P7325 FINISHED
Object Margaret Hale
Margaret Hale is the intelligent, strong-willed heroine of Elizabeth Gaskell’s novel "North and South," whose moral conviction and evolving social consciousness drive the story’s exploration of class, industry, and romance in Victorian England.
E1115664 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: Margaret Hale | Statement: [John Thornton, loveInterest, Margaret Hale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Hale
Context triple: [John Thornton, loveInterest, Margaret Hale]
  • A. Jane Peyton Howard
    Jane Peyton Howard is the central female protagonist in the historical drama film "The Howards of Virginia," depicting life and personal struggles in colonial America during the Revolutionary era.
  • B. Margaret Evelyn Hookham
    Margaret Evelyn Hookham, better known as Dame Margot Fonteyn, was a renowned English ballerina celebrated as one of the greatest classical dancers of the 20th century.
  • C. Sophia Burset
    Sophia Burset is a transgender woman and prison hairstylist portrayed by Laverne Cox in the Netflix series "Orange Is the New Black," known for her groundbreaking representation of trans issues on television.
  • D. Margaret Cole
    Margaret Cole was a British socialist politician, writer, and educationalist known for her influential partnership with her husband G. D. H. Cole in the Fabian Society and the cooperative movement.
  • E. Harriet Hale
    Harriet Hale was a British aristocrat best known as the wife of Lawrence Dundas, 1st Earl of Zetland, a prominent 18th–19th century politician and nobleman.
  • 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: Margaret Hale
Triple: [John Thornton, loveInterest, Margaret Hale]
Generated description
Margaret Hale is the intelligent, strong-willed heroine of Elizabeth Gaskell’s novel "North and South," whose moral conviction and evolving social consciousness drive the story’s exploration of class, industry, and romance in Victorian England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Hale
Target entity description: Margaret Hale is the intelligent, strong-willed heroine of Elizabeth Gaskell’s novel "North and South," whose moral conviction and evolving social consciousness drive the story’s exploration of class, industry, and romance in Victorian England.
  • A. Jane Peyton Howard
    Jane Peyton Howard is the central female protagonist in the historical drama film "The Howards of Virginia," depicting life and personal struggles in colonial America during the Revolutionary era.
  • B. Margaret Evelyn Hookham
    Margaret Evelyn Hookham, better known as Dame Margot Fonteyn, was a renowned English ballerina celebrated as one of the greatest classical dancers of the 20th century.
  • C. Sophia Burset
    Sophia Burset is a transgender woman and prison hairstylist portrayed by Laverne Cox in the Netflix series "Orange Is the New Black," known for her groundbreaking representation of trans issues on television.
  • D. Margaret Cole
    Margaret Cole was a British socialist politician, writer, and educationalist known for her influential partnership with her husband G. D. H. Cole in the Fabian Society and the cooperative movement.
  • E. Harriet Hale
    Harriet Hale was a British aristocrat best known as the wife of Lawrence Dundas, 1st Earl of Zetland, a prominent 18th–19th century politician and nobleman.
  • 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec25d56fc8190871873ca55d49272 completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0957bb081908f1f382f3be8ec20 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf440a03c8190886119ab3c8ab610 completed May 8, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_69fdf4f2acbc8190b51ee456093a2813 completed May 8, 2026, 2:36 p.m.
Created at: April 10, 2026, 1:29 a.m.