Triple

T13895917
Position Surface form Disambiguated ID Type / Status
Subject George Edward Lynch Cotton E334086 entity
Predicate spouse P13 FINISHED
Object Sophia Anne Tomkinson
Sophia Anne Tomkinson was the wife of Anglican bishop and educational reformer George Edward Lynch Cotton, known primarily for her role within his family and social circle in 19th-century Britain.
E1069491 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 Anne Tomkinson | Statement: [George Edward Lynch Cotton, spouse, Sophia Anne Tomkinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sophia Anne Tomkinson
Context triple: [George Edward Lynch Cotton, spouse, Sophia Anne Tomkinson]
  • A. Sophia Hapgood
    Sophia Hapgood is a fictional psychic and archaeologist who serves as Indiana Jones’s adventurous partner in the video game "Indiana Jones and the Fate of Atlantis."
  • B. Sophia Hitchens
    Sophia Hitchens is the daughter of the late British-American author and polemicist Christopher Hitchens.
  • C. Sophie Straw
    Sophie Straw is the charismatic, working-class young woman who becomes a groundbreaking television comedy star in Nick Hornby’s novel "Funny Girl."
  • D. Sophia Baines
    Sophia Baines is one of the central sisters in Arnold Bennett’s novel "The Old Wives’ Tale," whose life story illustrates the quiet dramas and social changes of provincial English womanhood in the late 19th and early 20th centuries.
  • E. Sophia Browne
    Sophia Browne was the wife of Canadian architect and civil engineer John George Howard, noted as his partner during his early years in Toronto.
  • 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 Anne Tomkinson
Triple: [George Edward Lynch Cotton, spouse, Sophia Anne Tomkinson]
Generated description
Sophia Anne Tomkinson was the wife of Anglican bishop and educational reformer George Edward Lynch Cotton, known primarily for her role within his family and social circle in 19th-century Britain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sophia Anne Tomkinson
Target entity description: Sophia Anne Tomkinson was the wife of Anglican bishop and educational reformer George Edward Lynch Cotton, known primarily for her role within his family and social circle in 19th-century Britain.
  • A. Sophia Hapgood
    Sophia Hapgood is a fictional psychic and archaeologist who serves as Indiana Jones’s adventurous partner in the video game "Indiana Jones and the Fate of Atlantis."
  • B. Sophia Hitchens
    Sophia Hitchens is the daughter of the late British-American author and polemicist Christopher Hitchens.
  • C. Sophie Straw
    Sophie Straw is the charismatic, working-class young woman who becomes a groundbreaking television comedy star in Nick Hornby’s novel "Funny Girl."
  • D. Sophia Baines
    Sophia Baines is one of the central sisters in Arnold Bennett’s novel "The Old Wives’ Tale," whose life story illustrates the quiet dramas and social changes of provincial English womanhood in the late 19th and early 20th centuries.
  • E. Sophia Browne
    Sophia Browne was the wife of Canadian architect and civil engineer John George Howard, noted as his partner during his early years in Toronto.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d72c6c819093bf9c43136839d4 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce7419cc81909488871c16d6b356 completed May 3, 2026, 10:38 p.m.
NEDg Description generation batch_69f7cf0462688190a6fea6afc9f38c7c completed May 3, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f7cfa34a448190affb5b86efc37cf4 completed May 3, 2026, 10:43 p.m.
Created at: April 9, 2026, 10:15 p.m.