Triple

T10584990
Position Surface form Disambiguated ID Type / Status
Subject G. Mennen Williams E249831 entity
Predicate spouse P13 FINISHED
Object Nancy Quirk Williams
Nancy Quirk Williams was the wife of longtime Michigan governor and U.S. diplomat G. Mennen “Soapy” Williams and was known for her role as a political spouse and public figure in mid-20th-century American politics.
E1037389 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: Nancy Quirk Williams | Statement: [G. Mennen Williams, spouse, Nancy Quirk Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nancy Quirk Williams
Context triple: [G. Mennen Williams, spouse, Nancy Quirk Williams]
  • A. Nancy Wheeler
    Nancy Wheeler is a determined and resourceful teenager in the series "Stranger Things," known for her investigative instincts and courage in confronting supernatural threats.
  • B. Nancy Mygatt
    Nancy Mygatt was the first wife of American actor James Whitmore, with whom she had three sons before their divorce.
  • C. Nancy Chambers
    Nancy Chambers is the wife and close literary collaborator of British children's and young adult author Aidan Chambers, with whom she co-founded the influential publishing imprint Thimble Press.
  • D. Nancy Cummings
    Nancy Cummings was the daughter of American poet E. E. Cummings, known primarily through biographical accounts of his personal life.
  • E. Nancy Walters
    Nancy Walters was an American model and film and television actress active in the 1950s and early 1960s, known for roles in Hollywood productions including the Elvis Presley musical "Blue Hawaii."
  • 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: Nancy Quirk Williams
Triple: [G. Mennen Williams, spouse, Nancy Quirk Williams]
Generated description
Nancy Quirk Williams was the wife of longtime Michigan governor and U.S. diplomat G. Mennen “Soapy” Williams and was known for her role as a political spouse and public figure in mid-20th-century American politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nancy Quirk Williams
Target entity description: Nancy Quirk Williams was the wife of longtime Michigan governor and U.S. diplomat G. Mennen “Soapy” Williams and was known for her role as a political spouse and public figure in mid-20th-century American politics.
  • A. Nancy Wheeler
    Nancy Wheeler is a determined and resourceful teenager in the series "Stranger Things," known for her investigative instincts and courage in confronting supernatural threats.
  • B. Nancy Mygatt
    Nancy Mygatt was the first wife of American actor James Whitmore, with whom she had three sons before their divorce.
  • C. Nancy Chambers
    Nancy Chambers is the wife and close literary collaborator of British children's and young adult author Aidan Chambers, with whom she co-founded the influential publishing imprint Thimble Press.
  • D. Nancy Cummings
    Nancy Cummings was the daughter of American poet E. E. Cummings, known primarily through biographical accounts of his personal life.
  • E. Nancy Walters
    Nancy Walters was an American model and film and television actress active in the 1950s and early 1960s, known for roles in Hollywood productions including the Elvis Presley musical "Blue Hawaii."
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d52768da9c8190add1db88bf2e16ea completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f72654dc88819095bc1ce23dfee4df completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f727512c94819091985c7942f40b31 completed May 3, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_69f72b77d650819092c02f6488b2cfb2 completed May 3, 2026, 11:03 a.m.
Created at: April 6, 2026, 12:39 p.m.