Triple

T6246995
Position Surface form Disambiguated ID Type / Status
Subject Jack Aubrey E139743 entity
Predicate spouse P13 FINISHED
Object Sophia Williams
Sophia Williams is a fictional character in Patrick O'Brian’s Aubrey–Maturin series, best known as the intelligent and steadfast wife of Royal Navy captain Jack Aubrey.
E580004 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 Williams | Statement: [Jack Aubrey, spouse, Sophia Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sophia Williams
Context triple: [Jack Aubrey, spouse, Sophia Williams]
  • A. Sophia Johnson
    Sophia Johnson was the wife of American industrialist and railroad magnate Cornelius Vanderbilt, with whom she had a large family during the early 19th century.
  • B. Sophia Birchard
    Sophia Birchard was the birth name of Sophia Birchard Hayes, known primarily as the wife of U.S. President Rutherford B. Hayes.
  • C. Sophia Hull
    Sophia Hull was the wife of British colonial administrator Sir Thomas Stamford Raffles and is noted for her role in supporting his work and preserving his legacy.
  • D. Sophia Jesty
    Sophia Jesty is an American woman known for being one of the plaintiffs challenging Tennessee’s ban on same-sex marriage in the landmark case Tanco v. Haslam.
  • E. Sophia Pitt
    Sophia Pitt was an 18th-century English gentlewoman known primarily as the wife of Royal Navy admiral Sir George Pocock.
  • 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 Williams
Triple: [Jack Aubrey, spouse, Sophia Williams]
Generated description
Sophia Williams is a fictional character in Patrick O'Brian’s Aubrey–Maturin series, best known as the intelligent and steadfast wife of Royal Navy captain Jack Aubrey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sophia Williams
Target entity description: Sophia Williams is a fictional character in Patrick O'Brian’s Aubrey–Maturin series, best known as the intelligent and steadfast wife of Royal Navy captain Jack Aubrey.
  • A. Sophia Johnson
    Sophia Johnson was the wife of American industrialist and railroad magnate Cornelius Vanderbilt, with whom she had a large family during the early 19th century.
  • B. Sophia Birchard
    Sophia Birchard was the birth name of Sophia Birchard Hayes, known primarily as the wife of U.S. President Rutherford B. Hayes.
  • C. Sophia Hull
    Sophia Hull was the wife of British colonial administrator Sir Thomas Stamford Raffles and is noted for her role in supporting his work and preserving his legacy.
  • D. Sophia Jesty
    Sophia Jesty is an American woman known for being one of the plaintiffs challenging Tennessee’s ban on same-sex marriage in the landmark case Tanco v. Haslam.
  • E. Sophia Pitt
    Sophia Pitt was an 18th-century English gentlewoman known primarily as the wife of Royal Navy admiral Sir George Pocock.
  • 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_69c008b1c5088190ae6de2555fc05ad8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0631f511c81908d413320efdce42e completed March 22, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2440e47108190b07fa65db104e773 completed March 24, 2026, 7:58 a.m.
NEDg Description generation batch_69c4fb6ab25081909bce29ecee57cb42 completed March 26, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c4fc5c18088190ba2ee0d182d7f3c2 completed March 26, 2026, 9:29 a.m.
Created at: March 22, 2026, 4:23 p.m.