Triple

T8500931
Position Surface form Disambiguated ID Type / Status
Subject Hugh Hefner E201211 entity
Predicate spouse P13 FINISHED
Object Mildred Williams
Mildred Williams was the first wife of Playboy founder Hugh Hefner, with whom she was married in the late 1940s and 1950s before their divorce.
E740056 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: Mildred Williams | Statement: [Hugh Hefner, spouse, Mildred Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mildred Williams
Context triple: [Hugh Hefner, spouse, Mildred Williams]
  • A. Mildred Peacock
    Mildred Peacock is the resilient African American mother and protagonist of Terry McMillan’s novel "Mama," who struggles to raise her children and find independence amid poverty and hardship.
  • B. Mildred
    Mildred is a feminine given name of English origin that became especially popular in the late 19th and early 20th centuries.
  • C. Mildred Brown
    Mildred Brown was a prominent African American journalist and civil rights advocate, best known as the longtime publisher of the Omaha Star newspaper.
  • D. Mildred Vanderhoff
    Mildred Vanderhoff was the wife of famed American bandleader and orchestral director Paul Whiteman.
  • E. Mildred Harris
    Mildred Harris was an American silent film actress best known for her early Hollywood career and her brief marriage to Charlie Chaplin.
  • 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: Mildred Williams
Triple: [Hugh Hefner, spouse, Mildred Williams]
Generated description
Mildred Williams was the first wife of Playboy founder Hugh Hefner, with whom she was married in the late 1940s and 1950s before their divorce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mildred Williams
Target entity description: Mildred Williams was the first wife of Playboy founder Hugh Hefner, with whom she was married in the late 1940s and 1950s before their divorce.
  • A. Mildred Peacock
    Mildred Peacock is the resilient African American mother and protagonist of Terry McMillan’s novel "Mama," who struggles to raise her children and find independence amid poverty and hardship.
  • B. Mildred
    Mildred is a feminine given name of English origin that became especially popular in the late 19th and early 20th centuries.
  • C. Mildred Brown
    Mildred Brown was a prominent African American journalist and civil rights advocate, best known as the longtime publisher of the Omaha Star newspaper.
  • D. Mildred Vanderhoff
    Mildred Vanderhoff was the wife of famed American bandleader and orchestral director Paul Whiteman.
  • E. Mildred Harris
    Mildred Harris was an American silent film actress best known for her early Hollywood career and her brief marriage to Charlie Chaplin.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5996ce88190956cb3f8d9ad3daf completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e1da7388190855ccd2e4292fd26 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff668d4819081f4c3186437291b completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54cc52cc81908ca48c93956ca86e completed April 2, 2026, 11:36 a.m.
Created at: March 30, 2026, 6:14 p.m.