Triple

T1657679
Position Surface form Disambiguated ID Type / Status
Subject William Randolph Hearst E35836 entity
Predicate spouse P13 FINISHED
Object Millicent Hearst
Millicent Hearst was an American socialite and philanthropist best known as the long-time wife of newspaper magnate William Randolph Hearst and for her extensive charitable work.
E221029 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: Millicent Hearst | Statement: [William Randolph Hearst, spouse, Millicent Hearst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Millicent Hearst
Context triple: [William Randolph Hearst, spouse, Millicent Hearst]
  • A. Phoebe Apperson Hearst
    Phoebe Apperson Hearst was an American philanthropist and suffragist known for her major contributions to education, libraries, and the arts in the late 19th and early 20th centuries.
  • B. Consuelo Vanderbilt
    Consuelo Vanderbilt was a prominent American socialite and heiress of the Gilded Age whose marriage into the British aristocracy made her the Duchess of Marlborough and a symbol of the era’s transatlantic “dollar princesses.”
  • C. Cathleen Vanderbilt
    Cathleen Vanderbilt was an American socialite and heiress from the prominent Vanderbilt family in the early 20th century.
  • 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. Florence Adele Vanderbilt Twombly
    Florence Adele Vanderbilt Twombly was an American socialite and prominent member of the wealthy Vanderbilt family during the Gilded Age.
  • 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: Millicent Hearst
Triple: [William Randolph Hearst, spouse, Millicent Hearst]
Generated description
Millicent Hearst was an American socialite and philanthropist best known as the long-time wife of newspaper magnate William Randolph Hearst and for her extensive charitable work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Millicent Hearst
Target entity description: Millicent Hearst was an American socialite and philanthropist best known as the long-time wife of newspaper magnate William Randolph Hearst and for her extensive charitable work.
  • A. Phoebe Apperson Hearst
    Phoebe Apperson Hearst was an American philanthropist and suffragist known for her major contributions to education, libraries, and the arts in the late 19th and early 20th centuries.
  • B. Consuelo Vanderbilt
    Consuelo Vanderbilt was a prominent American socialite and heiress of the Gilded Age whose marriage into the British aristocracy made her the Duchess of Marlborough and a symbol of the era’s transatlantic “dollar princesses.”
  • C. Cathleen Vanderbilt
    Cathleen Vanderbilt was an American socialite and heiress from the prominent Vanderbilt family in the early 20th century.
  • 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. Florence Adele Vanderbilt Twombly
    Florence Adele Vanderbilt Twombly was an American socialite and prominent member of the wealthy Vanderbilt family during the Gilded Age.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a8d85f08190a50ade3f443b7703 completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae02fd8f68819080a4b39ce3ad1198 completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae0354854c8190873938e03d56db21 completed March 8, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69ae039c7728819086acf060afcbe5b6 completed March 8, 2026, 11:17 p.m.
Created at: March 4, 2026, 7:29 p.m.