Triple

T11736291
Position Surface form Disambiguated ID Type / Status
Subject Madeleine Talmage Force E279034 entity
Predicate alsoKnownAs P39 FINISHED
Object Madeleine Talmage Astor
Madeleine Talmage Astor was an American socialite best known as the young second wife and widow of millionaire John Jacob Astor IV, surviving the sinking of the RMS Titanic.
E951307 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: Madeleine Talmage Astor | Statement: [Madeleine Talmage Force, alsoKnownAs, Madeleine Talmage Astor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madeleine Talmage Astor
Context triple: [Madeleine Talmage Force, alsoKnownAs, Madeleine Talmage Astor]
  • A. Caroline Webster Schermerhorn Astor
    Caroline Webster Schermerhorn Astor was a prominent 19th-century New York socialite who became the leading figure of the city’s Gilded Age high society and arbiter of its elite social circle known as “The Four Hundred.”
  • B. Ava Alice Muriel Astor
    Ava Alice Muriel Astor was an American socialite and heiress of the prominent Astor family in the early 20th century.
  • C. Pauline Astor
    Pauline Astor was a member of the prominent Anglo-American Astor family, known as the daughter of wealthy businessman William Waldorf Astor and sister of British politician Waldorf Astor, 2nd Viscount Astor.
  • D. Brooke Astor
    Brooke Astor was an American philanthropist and socialite renowned for her extensive charitable work and leadership in New York City's cultural and social institutions.
  • E. Sarah Cox Todd Astor
    Sarah Cox Todd Astor was the wife of American businessman William Backhouse Astor Sr. and a member of the prominent Astor family in 19th-century New York society.
  • 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: Madeleine Talmage Astor
Triple: [Madeleine Talmage Force, alsoKnownAs, Madeleine Talmage Astor]
Generated description
Madeleine Talmage Astor was an American socialite best known as the young second wife and widow of millionaire John Jacob Astor IV, surviving the sinking of the RMS Titanic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madeleine Talmage Astor
Target entity description: Madeleine Talmage Astor was an American socialite best known as the young second wife and widow of millionaire John Jacob Astor IV, surviving the sinking of the RMS Titanic.
  • A. Caroline Webster Schermerhorn Astor
    Caroline Webster Schermerhorn Astor was a prominent 19th-century New York socialite who became the leading figure of the city’s Gilded Age high society and arbiter of its elite social circle known as “The Four Hundred.”
  • B. Ava Alice Muriel Astor
    Ava Alice Muriel Astor was an American socialite and heiress of the prominent Astor family in the early 20th century.
  • C. Pauline Astor
    Pauline Astor was a member of the prominent Anglo-American Astor family, known as the daughter of wealthy businessman William Waldorf Astor and sister of British politician Waldorf Astor, 2nd Viscount Astor.
  • D. Brooke Astor
    Brooke Astor was an American philanthropist and socialite renowned for her extensive charitable work and leadership in New York City's cultural and social institutions.
  • E. Sarah Cox Todd Astor
    Sarah Cox Todd Astor was the wife of American businessman William Backhouse Astor Sr. and a member of the prominent Astor family in 19th-century New York society.
  • 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_69f280c4d8f4819094f3ebf67f4584a5 completed April 29, 2026, 10:05 p.m.
NEDg Description generation batch_69f28a8e64ac8190ba7637fd00e024bd completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28d4e341c8190abc8febc3b26a617 completed April 29, 2026, 10:59 p.m.
Created at: April 8, 2026, 9:41 p.m.