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.