Triple

T6255611
Position Surface form Disambiguated ID Type / Status
Subject James William Johnson E140155 entity
Predicate previousSpouse P493 FINISHED
Object Linda Kay Cooper
Linda Kay Cooper is known as a former spouse of James William Johnson.
E582747 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: Linda Kay Cooper | Statement: [James William Johnson, previousSpouse, Linda Kay Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linda Kay Cooper
Context triple: [James William Johnson, previousSpouse, Linda Kay Cooper]
  • A. Carolyn Cheeks Kilpatrick
    Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
  • B. Dawn Clark Netsch
    Dawn Clark Netsch was an American lawyer, law professor, and pioneering Illinois politician who became the first woman elected to statewide executive office in Illinois as comptroller and was known for her advocacy of government ethics and tax reform.
  • C. Gloria Deukmejian
    Gloria Deukmejian is the wife of former California Governor George Deukmejian and served as the state's First Lady during his tenure.
  • D. Connie Snyder
    Connie Snyder is an American philanthropist and co-founder of the Ballmer Group, known for her work supporting children’s welfare, education, and social services.
  • E. Patti Garamendi
    Patti Garamendi is an American public figure and longtime partner of politician John Garamendi, known for her involvement in civic and community activities.
  • 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: Linda Kay Cooper
Triple: [James William Johnson, previousSpouse, Linda Kay Cooper]
Generated description
Linda Kay Cooper is known as a former spouse of James William Johnson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linda Kay Cooper
Target entity description: Linda Kay Cooper is known as a former spouse of James William Johnson.
  • A. Carolyn Cheeks Kilpatrick
    Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
  • B. Dawn Clark Netsch
    Dawn Clark Netsch was an American lawyer, law professor, and pioneering Illinois politician who became the first woman elected to statewide executive office in Illinois as comptroller and was known for her advocacy of government ethics and tax reform.
  • C. Gloria Deukmejian
    Gloria Deukmejian is the wife of former California Governor George Deukmejian and served as the state's First Lady during his tenure.
  • D. Connie Snyder
    Connie Snyder is an American philanthropist and co-founder of the Ballmer Group, known for her work supporting children’s welfare, education, and social services.
  • E. Patti Garamendi
    Patti Garamendi is an American public figure and longtime partner of politician John Garamendi, known for her involvement in civic and community activities.
  • 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_69c008b4858c819095b0199114a9a87b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06363d6008190bf05e003b1f74497 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c519246a588190b14ad9331e1a5eea completed March 26, 2026, 11:31 a.m.
NEDg Description generation batch_69c51b04fa688190a366d5c90150a530 completed March 26, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69c583978758819094aebde9d410f849 completed March 26, 2026, 7:05 p.m.
Created at: March 22, 2026, 4:24 p.m.