Triple

T12230038
Position Surface form Disambiguated ID Type / Status
Subject Louisa Ayers Church E291449 entity
Predicate birthName P65 FINISHED
Object Louisa Ayers
Louisa Ayers was the birth name of Louisa Ayers Church, an individual primarily known under her married or later-life surname Church.
E974567 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 Ayers | Statement: [Louisa Ayers Church, birthName, Louisa Ayers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisa Ayers
Context triple: [Louisa Ayers Church, birthName, Louisa Ayers]
  • A. Louisa Hawkins
    Louisa Hawkins was the first wife of Sir Arthur Conan Doyle, the famed British author and creator of Sherlock Holmes.
  • B. Louisa Burton
    Louisa Burton was the wife of influential 19th-century English architect and designer Augustus Welby Northmore Pugin.
  • C. 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.
  • D. Louisa Matilda Jacobs
    Louisa Matilda Jacobs was the daughter of formerly enslaved author and abolitionist Harriet Jacobs, known for assisting her mother’s activism and later working as a teacher and writer.
  • E. Louisa Mathew
    Louisa Mathew was the wife of British Royal Navy officer and admiral James Gambier, 1st Baron Gambier, a prominent figure in late 18th- and early 19th-century naval history.
  • 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 Ayers
Triple: [Louisa Ayers Church, birthName, Louisa Ayers]
Generated description
Louisa Ayers was the birth name of Louisa Ayers Church, an individual primarily known under her married or later-life surname Church.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisa Ayers
Target entity description: Louisa Ayers was the birth name of Louisa Ayers Church, an individual primarily known under her married or later-life surname Church.
  • A. Louisa Hawkins
    Louisa Hawkins was the first wife of Sir Arthur Conan Doyle, the famed British author and creator of Sherlock Holmes.
  • B. Louisa Burton
    Louisa Burton was the wife of influential 19th-century English architect and designer Augustus Welby Northmore Pugin.
  • C. 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.
  • D. Louisa Matilda Jacobs
    Louisa Matilda Jacobs was the daughter of formerly enslaved author and abolitionist Harriet Jacobs, known for assisting her mother’s activism and later working as a teacher and writer.
  • E. Louisa Mathew
    Louisa Mathew was the wife of British Royal Navy officer and admiral James Gambier, 1st Baron Gambier, a prominent figure in late 18th- and early 19th-century naval history.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca34fe88190900c8791c70948b7 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e5e32908190a3c1e75ba336ad89 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9386548190a749445a404db3a2 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f6207f164c8190b663a50ee3c761d6 completed May 2, 2026, 4:04 p.m.
Created at: April 8, 2026, 9:51 p.m.