Triple
T1465518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barry Goldwater |
E27012
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Margaret “Peggy” Johnson
Margaret “Peggy” Johnson was the longtime wife and political partner of U.S. Senator and 1964 Republican presidential nominee Barry Goldwater, supporting his public career and family life.
|
E217927
|
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: Margaret “Peggy” Johnson | Statement: [Barry Goldwater, spouse, Margaret “Peggy” Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret “Peggy” Johnson Context triple: [Barry Goldwater, spouse, Margaret “Peggy” Johnson]
-
A.
Peggy Cripps
Peggy Cripps was a British writer and philanthropist best known for her cross-cultural marriage to Ghanaian politician Joe Appiah and her work promoting racial understanding and social justice.
-
B.
Peggy
Peggy is a common diminutive or nickname for the given name Margaret.
-
C.
Margaret Guilfoyle
Margaret Guilfoyle was an Australian politician who served as a pioneering female cabinet minister and influential member of the Liberal Party in the late 20th century.
-
D.
Rachel Johnson
Rachel Johnson is a British journalist, author, and broadcaster known for her columns, novels, and frequent appearances on UK political and current affairs programs.
-
E.
Peggy Sue Henry
Peggy Sue Henry is known as the former wife of American businessman and Boston Red Sox principal owner John W. Henry.
- 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: Margaret “Peggy” Johnson Triple: [Barry Goldwater, spouse, Margaret “Peggy” Johnson]
Generated description
Margaret “Peggy” Johnson was the longtime wife and political partner of U.S. Senator and 1964 Republican presidential nominee Barry Goldwater, supporting his public career and family life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret “Peggy” Johnson Target entity description: Margaret “Peggy” Johnson was the longtime wife and political partner of U.S. Senator and 1964 Republican presidential nominee Barry Goldwater, supporting his public career and family life.
-
A.
Peggy Cripps
Peggy Cripps was a British writer and philanthropist best known for her cross-cultural marriage to Ghanaian politician Joe Appiah and her work promoting racial understanding and social justice.
-
B.
Peggy
Peggy is a common diminutive or nickname for the given name Margaret.
-
C.
Margaret Guilfoyle
Margaret Guilfoyle was an Australian politician who served as a pioneering female cabinet minister and influential member of the Liberal Party in the late 20th century.
-
D.
Rachel Johnson
Rachel Johnson is a British journalist, author, and broadcaster known for her columns, novels, and frequent appearances on UK political and current affairs programs.
-
E.
Peggy Sue Henry
Peggy Sue Henry is known as the former wife of American businessman and Boston Red Sox principal owner John W. Henry.
- 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_69a496d25d6881909dbd84f86d763992 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c5bb4e288190997c7e8985e9a2bd |
completed | March 1, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfb8d636c8190a8a9ca29d8a6fd82 |
completed | March 8, 2026, 10:43 p.m. |
| NEDg | Description generation | batch_69adfc9a4060819085d69a8642e49673 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd03414c8190b1fc2b5608563726 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 1, 2026, 8:01 p.m.