Triple

T5128198
Position Surface form Disambiguated ID Type / Status
Subject John Willoughby E115632 entity
Predicate marries P23691 FINISHED
Object Sophia Grey
Sophia Grey is a wealthy heiress in Jane Austen’s novel "Sense and Sensibility," known for her advantageous but loveless marriage to the charming yet mercenary John Willoughby.
E496779 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: Sophia Grey | Statement: [John Willoughby, marries, Sophia Grey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sophia Grey
Context triple: [John Willoughby, marries, Sophia Grey]
  • A. Charlotte Frank
    Charlotte Frank is a German architect known for her work on the Federal Chancellery building in Berlin.
  • B. Lady Mary Palliser
    Lady Mary Palliser is a central character in Anthony Trollope’s novel "The Duke's Children," known as the strong-willed daughter of the Duke of Omnium whose romantic choices challenge her father's social and political expectations.
  • C. Charlotte Gray
    Charlotte Gray is a historical novel by Sebastian Faulks that follows a young Scottish woman working with the French Resistance in Nazi-occupied France during World War II.
  • D. The Earl of Selborne
    The Earl of Selborne was a British aristocrat and colonial administrator best known for his senior role in governing parts of the British Empire in the early 20th century.
  • E. Lady Mary Crawley
    Lady Mary Crawley is the complex, aristocratic eldest daughter of the Crawley family in the British period drama series "Downton Abbey."
  • 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: Sophia Grey
Triple: [John Willoughby, marries, Sophia Grey]
Generated description
Sophia Grey is a wealthy heiress in Jane Austen’s novel "Sense and Sensibility," known for her advantageous but loveless marriage to the charming yet mercenary John Willoughby.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sophia Grey
Target entity description: Sophia Grey is a wealthy heiress in Jane Austen’s novel "Sense and Sensibility," known for her advantageous but loveless marriage to the charming yet mercenary John Willoughby.
  • A. Charlotte Frank
    Charlotte Frank is a German architect known for her work on the Federal Chancellery building in Berlin.
  • B. Lady Mary Palliser
    Lady Mary Palliser is a central character in Anthony Trollope’s novel "The Duke's Children," known as the strong-willed daughter of the Duke of Omnium whose romantic choices challenge her father's social and political expectations.
  • C. Charlotte Gray
    Charlotte Gray is a historical novel by Sebastian Faulks that follows a young Scottish woman working with the French Resistance in Nazi-occupied France during World War II.
  • D. The Earl of Selborne
    The Earl of Selborne was a British aristocrat and colonial administrator best known for his senior role in governing parts of the British Empire in the early 20th century.
  • E. Lady Mary Crawley
    Lady Mary Crawley is the complex, aristocratic eldest daughter of the Crawley family in the British period drama series "Downton Abbey."
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd782428a081909583c7f368226daf completed March 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4beb7b48190a2f4e41a13fdd5f3 completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec571d5948190b659a7b5038f8bdd completed March 21, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69bec973e71c8190a9c043389d627156 completed March 21, 2026, 4:38 p.m.
Created at: March 20, 2026, 1:42 p.m.