Triple

T8660105
Position Surface form Disambiguated ID Type / Status
Subject Francis William Austen E205524 entity
Predicate spouse P13 FINISHED
Object Martha Lloyd
Martha Lloyd was a close friend and later sister-in-law of novelist Jane Austen, known for compiling a household cookbook that offers insight into Regency-era domestic life.
E748914 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: Martha Lloyd | Statement: [Francis William Austen, spouse, Martha Lloyd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Lloyd
Context triple: [Francis William Austen, spouse, Martha Lloyd]
  • A. Martha Mott
    Martha Mott was a daughter of prominent American Quaker abolitionist and women's rights activist Lucretia Mott.
  • B. Martha Huggins
    Martha Huggins is an actress best known for her role in the classic film "The Ghost and Mrs. Muir."
  • C. Martha Bernays
    Martha Bernays was a German-Jewish woman best known as the longtime wife and domestic partner of psychoanalyst Sigmund Freud, supporting his work and family life in late 19th- and early 20th-century Vienna.
  • D. Letitia Popham
    Letitia Popham was an English gentlewoman of the 17th century, known primarily as the wife of Sir Edward Seymour, a prominent politician and Speaker of the House of Commons.
  • E. Martha More
    Martha More was an English educator and writer, best known as the sister and close collaborator of evangelical reformer Hannah More in promoting religious and moral instruction.
  • 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: Martha Lloyd
Triple: [Francis William Austen, spouse, Martha Lloyd]
Generated description
Martha Lloyd was a close friend and later sister-in-law of novelist Jane Austen, known for compiling a household cookbook that offers insight into Regency-era domestic life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Lloyd
Target entity description: Martha Lloyd was a close friend and later sister-in-law of novelist Jane Austen, known for compiling a household cookbook that offers insight into Regency-era domestic life.
  • A. Martha Mott
    Martha Mott was a daughter of prominent American Quaker abolitionist and women's rights activist Lucretia Mott.
  • B. Martha Huggins
    Martha Huggins is an actress best known for her role in the classic film "The Ghost and Mrs. Muir."
  • C. Martha Bernays
    Martha Bernays was a German-Jewish woman best known as the longtime wife and domestic partner of psychoanalyst Sigmund Freud, supporting his work and family life in late 19th- and early 20th-century Vienna.
  • D. Letitia Popham
    Letitia Popham was an English gentlewoman of the 17th century, known primarily as the wife of Sir Edward Seymour, a prominent politician and Speaker of the House of Commons.
  • E. Martha More
    Martha More was an English educator and writer, best known as the sister and close collaborator of evangelical reformer Hannah More in promoting religious and moral instruction.
  • 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_69ca8350897c819086cde7596fbe5fe7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48701c748190a5f7bd9e2da0e5e9 completed March 31, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccfda1dc8190a3b93b1c7e813f33 completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8d530081908f5a52d5d76bd414 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf7c66308190b9fb87bc0ab510a8 completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:30 p.m.