Triple

T1867568
Position Surface form Disambiguated ID Type / Status
Subject John Jacob Astor IV E34956 entity
Predicate spouse P13 FINISHED
Object 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.
 E279034 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 Force | Statement: [John Jacob Astor IV, spouse, Madeleine Talmage Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madeleine Talmage Force
Context triple: [John Jacob Astor IV, spouse, Madeleine Talmage Force]
  • A. Margaret Bremond Rice
    Margaret Bremond Rice was the wife of American businessman and philanthropist William Marsh Rice, founder of Rice University.
  • B. Nancy Packard Burnett
    Nancy Packard Burnett is an American philanthropist and member of the Packard family who has supported environmental, educational, and cultural initiatives.
  • C. Elizabeth Adderley Ross
    Elizabeth Adderley Ross was the mother of the Scottish-born Canadian painter and war artist Robert Ross.
  • D. Mildred McLean Hazen
    Mildred McLean Hazen was an American socialite and Washington, D.C. hostess best known as the wife of Admiral George Dewey.
  • E. Mary Fowler Brennan
    Mary Fowler Brennan was the wife of U.S. Supreme Court Justice William J. Brennan Jr., known primarily for her role as his lifelong partner and supporter.
  • 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 Force
Triple: [John Jacob Astor IV, spouse, Madeleine Talmage Force]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madeleine Talmage Force
Target entity description: 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.
  • A. Margaret Bremond Rice
    Margaret Bremond Rice was the wife of American businessman and philanthropist William Marsh Rice, founder of Rice University.
  • B. Nancy Packard Burnett
    Nancy Packard Burnett is an American philanthropist and member of the Packard family who has supported environmental, educational, and cultural initiatives.
  • C. Elizabeth Adderley Ross
    Elizabeth Adderley Ross was the mother of the Scottish-born Canadian painter and war artist Robert Ross.
  • D. Mildred McLean Hazen
    Mildred McLean Hazen was an American socialite and Washington, D.C. hostess best known as the wife of Admiral George Dewey.
  • E. Mary Fowler Brennan
    Mary Fowler Brennan was the wife of U.S. Supreme Court Justice William J. Brennan Jr., known primarily for her role as his lifelong partner and supporter.
  • 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb0b6ac108190921c197abc5ab5b5 completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69af652eb8ac81908ba29989c1197daf completed March 10, 2026, 12:26 a.m.
NEDg Description generation batch_69af665e21e881908e0b45301a93c906 completed March 10, 2026, 12:31 a.m.
NED2 Entity disambiguation (via description) batch_69af66b41cf08190b227b54031371b7e completed March 10, 2026, 12:32 a.m.
Created at: March 4, 2026, 7:34 p.m.