Triple

T7975914
Position Surface form Disambiguated ID Type / Status
Subject John Milton Gregory E185444 entity
Predicate spouse P13 FINISHED
Object Louisa Catherine Allen
Louisa Catherine Allen was the wife of American educator and university president John Milton Gregory.
 E703100 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: Louisa Catherine Allen | Statement: [John Milton Gregory, spouse, Louisa Catherine Allen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisa Catherine Allen
Context triple: [John Milton Gregory, spouse, Louisa Catherine Allen]
  • A. Louisa Jane Allen
    Louisa Jane Allen was the wife of English horticulturist and businessman John Wedgwood, a member of the prominent Wedgwood family.
  • B. Louisa Catherine Johnson
    Louisa Catherine Johnson was the British-born wife of John Quincy Adams and First Lady of the United States from 1825 to 1829.
  • C. Louisa Hawkins
    Louisa Hawkins was the first wife of Sir Arthur Conan Doyle, the famed British author and creator of Sherlock Holmes.
  • D. Louisa Burton
    Louisa Burton was the wife of influential 19th-century English architect and designer Augustus Welby Northmore Pugin.
  • E. Louisa Mary Hodgson
    Louisa Mary Hodgson was the wife of English industrialist Matthew Robinson Boulton, associated with the prominent Boulton family of manufacturers and entrepreneurs.
  • 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: Louisa Catherine Allen
Triple: [John Milton Gregory, spouse, Louisa Catherine Allen]
Generated description
Louisa Catherine Allen was the wife of American educator and university president John Milton Gregory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisa Catherine Allen
Target entity description: Louisa Catherine Allen was the wife of American educator and university president John Milton Gregory.
  • A. Louisa Jane Allen
    Louisa Jane Allen was the wife of English horticulturist and businessman John Wedgwood, a member of the prominent Wedgwood family.
  • B. Louisa Catherine Johnson
    Louisa Catherine Johnson was the British-born wife of John Quincy Adams and First Lady of the United States from 1825 to 1829.
  • C. Louisa Hawkins
    Louisa Hawkins was the first wife of Sir Arthur Conan Doyle, the famed British author and creator of Sherlock Holmes.
  • D. Louisa Burton
    Louisa Burton was the wife of influential 19th-century English architect and designer Augustus Welby Northmore Pugin.
  • E. Louisa Mary Hodgson
    Louisa Mary Hodgson was the wife of English industrialist Matthew Robinson Boulton, associated with the prominent Boulton family of manufacturers and entrepreneurs.
  • 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_69ca829851908190b4e03829353ee7c3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3bf56f688190902b95afe42635ec completed March 31, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0c39e248190a146c1f2fd815f26 completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43d29f8819080f7d729c4f28c75 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc32e2e1c48190b86218bff9af99f5 completed March 31, 2026, 8:47 p.m.
Created at: March 30, 2026, 5:14 p.m.