Triple
T2611124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin |
E58775
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Beverly Franklin
Beverly Franklin is a person notable enough to be recognized as a significant bearer of the surname Franklin.
|
E344380
|
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: Beverly Franklin | Statement: [Franklin, hasNotableBearer, Beverly Franklin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beverly Franklin Context triple: [Franklin, hasNotableBearer, Beverly Franklin]
-
A.
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.
-
B.
Bettye J. Gardner
Bettye J. Gardner is an American historian and educator known for her scholarship on African American history and her contributions to higher education.
-
C.
Marie Drinkard Epps
Marie Drinkard Epps is a gospel singer best known as a member of the pioneering family group The Drinkard Singers, which helped shape modern gospel and soul music.
-
D.
Rutha Mae Harris
Rutha Mae Harris is an American civil rights activist and gospel singer best known as a founding member of the SNCC Freedom Singers, who used music to support and galvanize the 1960s Civil Rights Movement.
-
E.
Fredricka G. Ross
Fredricka G. Ross is a songwriter best known for co-writing the lyrics to Alicia Keys’ hit ballad “Empire State of Mind (Part II) Broken Down.”
- 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: Beverly Franklin Triple: [Franklin, hasNotableBearer, Beverly Franklin]
Generated description
Beverly Franklin is a person notable enough to be recognized as a significant bearer of the surname Franklin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beverly Franklin Target entity description: Beverly Franklin is a person notable enough to be recognized as a significant bearer of the surname Franklin.
-
A.
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.
-
B.
Bettye J. Gardner
Bettye J. Gardner is an American historian and educator known for her scholarship on African American history and her contributions to higher education.
-
C.
Marie Drinkard Epps
Marie Drinkard Epps is a gospel singer best known as a member of the pioneering family group The Drinkard Singers, which helped shape modern gospel and soul music.
-
D.
Rutha Mae Harris
Rutha Mae Harris is an American civil rights activist and gospel singer best known as a founding member of the SNCC Freedom Singers, who used music to support and galvanize the 1960s Civil Rights Movement.
-
E.
Fredricka G. Ross
Fredricka G. Ross is a songwriter best known for co-writing the lyrics to Alicia Keys’ hit ballad “Empire State of Mind (Part II) Broken Down.”
- 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_69b2e803e994819085dae09224fae2a3 |
completed | March 12, 2026, 4:21 p.m. |
| NEDg | Description generation | batch_69b2e9b82a288190a6c1700e19966de6 |
completed | March 12, 2026, 4:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ea0d98ec8190beb74a32f46554bc |
completed | March 12, 2026, 4:30 p.m. |
Created at: March 6, 2026, 9:50 p.m.