Triple
T17865276
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Franz |
E446681
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Shirley Jean Cummings |
—
|
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: Shirley Jean Cummings | Statement: [Arthur Franz, spouse, Shirley Jean Cummings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley Jean Cummings Context triple: [Arthur Franz, spouse, Shirley Jean Cummings]
-
A.
Shirley Smith
Shirley Smith is an artist best known for designing the original first-edition cover of Harper Lee’s novel "To Kill a Mockingbird."
-
B.
Shirley Franklin
Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
-
C.
Betty Jean Newsome
Betty Jean Newsome was an American songwriter best known for co-writing James Brown’s classic soul ballad “It’s a Man’s Man’s Man’s World.”
-
D.
Shirley Melton Johnson
Shirley Melton Johnson is the wife of Sam Johnson, known primarily in relation to his public and personal life.
-
E.
Shirley Ann Corley
Shirley Ann Corley was the second wife of legendary country singer George Jones, with whom she was married during the 1950s and 1960s and had two children.
- 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: Shirley Jean Cummings Target entity description: Shirley Jean Cummings was the wife of American film and television actor Arthur Franz.
-
A.
Shirley Smith
Shirley Smith is an artist best known for designing the original first-edition cover of Harper Lee’s novel "To Kill a Mockingbird."
-
B.
Shirley Franklin
Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
-
C.
Betty Jean Newsome
Betty Jean Newsome was an American songwriter best known for co-writing James Brown’s classic soul ballad “It’s a Man’s Man’s Man’s World.”
-
D.
Shirley Melton Johnson
Shirley Melton Johnson is the wife of Sam Johnson, known primarily in relation to his public and personal life.
-
E.
Shirley Ann Corley
Shirley Ann Corley was the second wife of legendary country singer George Jones, with whom she was married during the 1950s and 1960s and had two children.
- 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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49793a2588190bb341ac606d767fe |
completed | April 19, 2026, 8:51 a.m. |
Created at: April 10, 2026, 10:17 a.m.