Triple
T2611122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin |
E58775
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
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.
|
E339132
|
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: Shirley Franklin | Statement: [Franklin, hasNotableBearer, Shirley Franklin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley Franklin Context triple: [Franklin, hasNotableBearer, Shirley Franklin]
-
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 Nash
Shirley Nash was the wife of American rock and roll singer-songwriter Del Shannon, known for their long marriage during his music career.
-
C.
Mary McBride Smith
Mary McBride Smith was the wife of renowned American film director John Ford.
-
D.
Marion Brown
Marion Brown was an American jazz alto saxophonist and composer associated with the avant-garde and free jazz movements of the 1960s and beyond.
-
E.
Florence Eldridge
Florence Eldridge was an American stage and film actress known for her distinguished Broadway career and frequent collaborations with her husband, actor Fredric March.
- 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: Shirley Franklin Triple: [Franklin, hasNotableBearer, Shirley Franklin]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shirley Franklin Target entity description: 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.
-
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 Nash
Shirley Nash was the wife of American rock and roll singer-songwriter Del Shannon, known for their long marriage during his music career.
-
C.
Mary McBride Smith
Mary McBride Smith was the wife of renowned American film director John Ford.
-
D.
Marion Brown
Marion Brown was an American jazz alto saxophonist and composer associated with the avant-garde and free jazz movements of the 1960s and beyond.
-
E.
Florence Eldridge
Florence Eldridge was an American stage and film actress known for her distinguished Broadway career and frequent collaborations with her husband, actor Fredric March.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd87b24e48190ad1d4ce7e63c0f3e |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b276b188248190b015eec2b83bc20b |
completed | March 12, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69b277e70c648190af38b7939be90e67 |
completed | March 12, 2026, 8:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27879ff6081909f7d7f474d46ac4b |
completed | March 12, 2026, 8:25 a.m. |
Created at: March 6, 2026, 9:50 p.m.