Triple

T7486042
Position Surface form Disambiguated ID Type / Status
Subject William G. Milliken E176883 entity
Predicate spouse P13 FINISHED
Object Helen Wallbank Milliken
Helen Wallbank Milliken was an American conservationist and women's rights advocate best known as the influential First Lady of Michigan during the long governorship of her husband, William G. Milliken.
E796957 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: Helen Wallbank Milliken | Statement: [William G. Milliken, spouse, Helen Wallbank Milliken]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helen Wallbank Milliken
Context triple: [William G. Milliken, spouse, Helen Wallbank Milliken]
  • A. Helen Vinson
    Helen Vinson was an American film actress of the 1930s and 1940s, often cast in sophisticated or morally ambiguous roles in Hollywood dramas and crime films.
  • B. Mary E. Pennington
    Mary E. Pennington was the first wife of American novelist John Updike, whom he married in 1953 and with whom he had four children before their divorce in the 1970s.
  • C. Mary T. Hill
    Mary T. Hill was the wife of railroad magnate James J. Hill and a prominent St. Paul philanthropist and social figure in the late 19th and early 20th centuries.
  • D. Helen O’Neill Schwab
    Helen O’Neill Schwab is the wife of American investor and Charles Schwab Corporation founder Charles R. Schwab and is known for her low-profile presence alongside his prominent business and philanthropic activities.
  • E. Mildred McLean Hazen
    Mildred McLean Hazen was an American socialite and Washington, D.C. hostess best known as the wife of Admiral George Dewey.
  • 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: Helen Wallbank Milliken
Triple: [William G. Milliken, spouse, Helen Wallbank Milliken]
Generated description
Helen Wallbank Milliken was an American conservationist and women's rights advocate best known as the influential First Lady of Michigan during the long governorship of her husband, William G. Milliken.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helen Wallbank Milliken
Target entity description: Helen Wallbank Milliken was an American conservationist and women's rights advocate best known as the influential First Lady of Michigan during the long governorship of her husband, William G. Milliken.
  • A. Helen Vinson
    Helen Vinson was an American film actress of the 1930s and 1940s, often cast in sophisticated or morally ambiguous roles in Hollywood dramas and crime films.
  • B. Mary E. Pennington
    Mary E. Pennington was the first wife of American novelist John Updike, whom he married in 1953 and with whom he had four children before their divorce in the 1970s.
  • C. Mary T. Hill
    Mary T. Hill was the wife of railroad magnate James J. Hill and a prominent St. Paul philanthropist and social figure in the late 19th and early 20th centuries.
  • D. Helen O’Neill Schwab
    Helen O’Neill Schwab is the wife of American investor and Charles Schwab Corporation founder Charles R. Schwab and is known for her low-profile presence alongside his prominent business and philanthropic activities.
  • E. Mildred McLean Hazen
    Mildred McLean Hazen was an American socialite and Washington, D.C. hostess best known as the wife of Admiral George Dewey.
  • 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_69c69f24ac508190bb98fe927c0bd065 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f556955c8190bf014a065e04c5d8 completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1076c28b08190a5a0ab74ccfb9909 completed April 4, 2026, 12:43 p.m.
NEDg Description generation batch_69d107ebdd4c819084eff70c0b31d693 completed April 4, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69d1085b8ce4819086fe3a006f9ea13f completed April 4, 2026, 12:47 p.m.
Created at: March 27, 2026, 3:42 p.m.