Triple
T15458401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African American cultural landscape of Atlanta |
E371832
|
entity |
| Predicate | shapedBy |
P2454
|
FINISHED |
| Object |
Black Atlantans
Black Atlantans are the African American residents of Atlanta whose social, political, and cultural contributions have been central to the city’s identity, history, and development.
|
E1157342
|
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: Black Atlantans | Statement: [African American cultural landscape of Atlanta, shapedBy, Black Atlantans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Atlantans Context triple: [African American cultural landscape of Atlanta, shapedBy, Black Atlantans]
-
A.
Black Pioneers
Black Pioneers were a Loyalist military unit of formerly enslaved and free Black people who served the British during the American Revolutionary War, primarily in support and engineering roles.
-
B.
Black Atlantic
Black Atlantic refers to the transnational cultural, historical, and political space shaped by the movements, experiences, and creative expressions of African-descended peoples across Africa, the Americas, the Caribbean, and Europe.
-
C.
Children of the Black People
Children of the Black People is a book by educator and civil rights advocate Margaret Buckner Young that highlights the lives, experiences, and cultural heritage of Black children.
-
D.
Black Wall Street
Black Wall Street was a prosperous early-20th-century African American business district in Tulsa, Oklahoma, renowned for its economic success and vibrant Black community before its destruction in the 1921 Tulsa Race Massacre.
-
E.
The Story of the Negro
The Story of the Negro is a historical survey book by Arna Bontemps that traces the experiences, struggles, and contributions of African Americans from slavery through the early 20th century.
- 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: Black Atlantans Triple: [African American cultural landscape of Atlanta, shapedBy, Black Atlantans]
Generated description
Black Atlantans are the African American residents of Atlanta whose social, political, and cultural contributions have been central to the city’s identity, history, and development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Atlantans Target entity description: Black Atlantans are the African American residents of Atlanta whose social, political, and cultural contributions have been central to the city’s identity, history, and development.
-
A.
Black Pioneers
Black Pioneers were a Loyalist military unit of formerly enslaved and free Black people who served the British during the American Revolutionary War, primarily in support and engineering roles.
-
B.
Black Atlantic
Black Atlantic refers to the transnational cultural, historical, and political space shaped by the movements, experiences, and creative expressions of African-descended peoples across Africa, the Americas, the Caribbean, and Europe.
-
C.
Children of the Black People
Children of the Black People is a book by educator and civil rights advocate Margaret Buckner Young that highlights the lives, experiences, and cultural heritage of Black children.
-
D.
Black Wall Street
Black Wall Street was a prosperous early-20th-century African American business district in Tulsa, Oklahoma, renowned for its economic success and vibrant Black community before its destruction in the 1921 Tulsa Race Massacre.
-
E.
The Story of the Negro
The Story of the Negro is a historical survey book by Arna Bontemps that traces the experiences, struggles, and contributions of African Americans from slavery through the early 20th century.
- 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_69d85cc8bd308190886949510b42e764 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03f1623f0819086f6fc2bfd536609 |
completed | April 16, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff21b7b600819081a6087bd6309237 |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff225ba3bc8190b57da931ffa240fe |
completed | May 9, 2026, 12:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2339ae808190bf2d4676215399c0 |
completed | May 9, 2026, 12:06 p.m. |
Created at: April 10, 2026, 3:32 a.m.