Triple

T11736300
Position Surface form Disambiguated ID Type / Status
Subject Madeleine Talmage Force E279034 entity
Predicate sibling P363 FINISHED
Object Katherine Emmons Force
Katherine Emmons Force was an American socialite from a prominent New York family, best known as the sister of Madeleine Talmage Force, the second wife of Titanic victim John Jacob Astor IV.
E943478 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 Emmons Force | Statement: [Madeleine Talmage Force, sibling, Katherine Emmons Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katherine Emmons Force
Context triple: [Madeleine Talmage Force, sibling, Katherine Emmons Force]
  • A. Madeleine Talmage Force
    Madeleine Talmage Force was an American socialite best known as the young second wife and widow of millionaire John Jacob Astor IV, who perished in the Titanic disaster.
  • B. Katharine Smith Reynolds
    Katharine Smith Reynolds was an early 20th-century American philanthropist and estate planner best known for developing Reynolda, the model farm and country estate that later became the Reynolda House Museum of American Art.
  • C. Virginia Kellogg
    Virginia Kellogg was an American screenwriter best known for her hard-hitting crime and prison dramas in mid-20th-century Hollywood.
  • D. Eunice Scott
    Eunice Scott was a member of the Scott family and the sister of American civil rights leader Coretta Scott King.
  • E. Nancy Fowler McCormick
    Nancy Fowler McCormick was an American philanthropist and socialite known for her charitable work and for being married to agricultural machinery inventor Cyrus McCormick.
  • 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 Emmons Force
Triple: [Madeleine Talmage Force, sibling, Katherine Emmons Force]
Generated description
Katherine Emmons Force was an American socialite from a prominent New York family, best known as the sister of Madeleine Talmage Force, the second wife of Titanic victim John Jacob Astor IV.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katherine Emmons Force
Target entity description: Katherine Emmons Force was an American socialite from a prominent New York family, best known as the sister of Madeleine Talmage Force, the second wife of Titanic victim John Jacob Astor IV.
  • A. Madeleine Talmage Force
    Madeleine Talmage Force was an American socialite best known as the young second wife and widow of millionaire John Jacob Astor IV, who perished in the Titanic disaster.
  • B. Katharine Smith Reynolds
    Katharine Smith Reynolds was an early 20th-century American philanthropist and estate planner best known for developing Reynolda, the model farm and country estate that later became the Reynolda House Museum of American Art.
  • C. Virginia Kellogg
    Virginia Kellogg was an American screenwriter best known for her hard-hitting crime and prison dramas in mid-20th-century Hollywood.
  • D. Eunice Scott
    Eunice Scott was a member of the Scott family and the sister of American civil rights leader Coretta Scott King.
  • E. Nancy Fowler McCormick
    Nancy Fowler McCormick was an American philanthropist and socialite known for her charitable work and for being married to agricultural machinery inventor Cyrus McCormick.
  • 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_69f019b318188190bfb7effcf42974d2 completed April 28, 2026, 2:21 a.m.
NEDg Description generation batch_69f0319271788190a105828ae7582668 completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05a44dcb88190a0bb57b0c8fef6b9 completed April 28, 2026, 6:57 a.m.
Created at: April 8, 2026, 9:41 p.m.