Triple

T11736299
Position Surface form Disambiguated ID Type / Status
Subject Madeleine Talmage Force E279034 entity
Predicate mother P120 FINISHED
Object Katherine Arvilla Talmage
Katherine Arvilla Talmage was the mother of American socialite Madeleine Talmage Force, who later became known as the second wife of John Jacob Astor IV.
E1114645 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: Katherine Arvilla Talmage | Statement: [Madeleine Talmage Force, mother, Katherine Arvilla Talmage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katherine Arvilla Talmage
Context triple: [Madeleine Talmage Force, mother, Katherine Arvilla Talmage]
  • A. Dorothy Ely
    Dorothy Ely was the wife of influential British analytic philosopher G. E. Moore.
  • B. Catherine Merriam Atwater
    Catherine Merriam Atwater was an American scholar and writer best known as the longtime wife and intellectual partner of economist and public intellectual John Kenneth Galbraith.
  • C. Dorothy Davenport
    Dorothy Davenport was an American silent film actress, director, and producer known for her socially conscious films in the early 20th century.
  • D. Mildred McAfee Horton
    Mildred McAfee Horton was an American educator and naval officer who became the first director of the U.S. Navy’s WAVES program and the first woman commissioned as a line officer in the U.S. Navy.
  • E. Dorothy Evelyn Whittall
    Dorothy Evelyn Whittall was the mother of British speed record breaker Donald Campbell and the wife of famed land and water speed pioneer Sir Malcolm Campbell.
  • 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: Katherine Arvilla Talmage
Triple: [Madeleine Talmage Force, mother, Katherine Arvilla Talmage]
Generated description
Katherine Arvilla Talmage was the mother of American socialite Madeleine Talmage Force, who later became known as the second wife of John Jacob Astor IV.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katherine Arvilla Talmage
Target entity description: Katherine Arvilla Talmage was the mother of American socialite Madeleine Talmage Force, who later became known as the second wife of John Jacob Astor IV.
  • A. Dorothy Ely
    Dorothy Ely was the wife of influential British analytic philosopher G. E. Moore.
  • B. Catherine Merriam Atwater
    Catherine Merriam Atwater was an American scholar and writer best known as the longtime wife and intellectual partner of economist and public intellectual John Kenneth Galbraith.
  • C. Dorothy Davenport
    Dorothy Davenport was an American silent film actress, director, and producer known for her socially conscious films in the early 20th century.
  • D. Mildred McAfee Horton
    Mildred McAfee Horton was an American educator and naval officer who became the first director of the U.S. Navy’s WAVES program and the first woman commissioned as a line officer in the U.S. Navy.
  • E. Dorothy Evelyn Whittall
    Dorothy Evelyn Whittall was the mother of British speed record breaker Donald Campbell and the wife of famed land and water speed pioneer Sir Malcolm Campbell.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4edced48190b7a59dd45921828e completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69fde158a5a48190b3945945f94f97a0 completed May 8, 2026, 1:12 p.m.
NEDg Description generation batch_69fde23ab6dc8190a8b1ef0377b74ed5 completed May 8, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69fde60e72e88190bf56b3ddb3f77839 completed May 8, 2026, 1:33 p.m.
Created at: April 8, 2026, 9:41 p.m.