Triple
T23017345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Talman |
E573066
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Margaret Flanagan |
—
|
NE NERFINISHED |
How this triple was built (3 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 Flanagan | Statement: [William Talman, spouse, Margaret Flanagan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret Flanagan Context triple: [William Talman, spouse, Margaret Flanagan]
-
A.
Margaret O'Leary
Margaret O'Leary is an Irish-born American nurse and educator known for her contributions to nursing practice and education in the United States.
-
B.
Margaret McGloin
Margaret McGloin was the first wife of American television personality and game show host Allen Ludden.
-
C.
Margaret Hynes
Margaret Hynes is a notable individual who bears the surname Hynes, recognized for her association with that family name.
-
D.
Margaret McGrath
Margaret McGrath was an American philanthropist and the first wife of U.S. Vice President Nelson A. Rockefeller.
-
E.
Mary McCleary
Mary McCleary is best known as the wife of famed American automobile executive Lee Iacocca.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret Flanagan Target entity description: Margaret Flanagan was the wife of American actor William Talman, best known for his role as district attorney Hamilton Burger on the television series "Perry Mason."
-
A.
Margaret O'Leary
Margaret O'Leary is an Irish-born American nurse and educator known for her contributions to nursing practice and education in the United States.
-
B.
Margaret McGloin
Margaret McGloin was the first wife of American television personality and game show host Allen Ludden.
-
C.
Margaret Hynes
Margaret Hynes is a notable individual who bears the surname Hynes, recognized for her association with that family name.
-
D.
Margaret McGrath
Margaret McGrath was an American philanthropist and the first wife of U.S. Vice President Nelson A. Rockefeller.
-
E.
Mary McCleary
Mary McCleary is best known as the wife of famed American automobile executive Lee Iacocca.
- F. None of above. chosen
Provenance (2 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_69e245b764cc8190a51be76f1d9611e1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183e59a1c8190b8048a399a4727cb |
completed | April 29, 2026, 4:07 a.m. |
Created at: April 17, 2026, 3:52 p.m.