Triple
T4267678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louise Little |
E96864
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Universal Negro Improvement Association |
E167546
|
NE FINISHED |
How this triple was built (2 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: Universal Negro Improvement Association | Statement: [Louise Little, memberOf, Universal Negro Improvement Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universal Negro Improvement Association Context triple: [Louise Little, memberOf, Universal Negro Improvement Association]
-
A.
Universal Negro Improvement Association and African Communities League
chosen
The Universal Negro Improvement Association and African Communities League was a Black nationalist and Pan-African organization that promoted racial pride, economic self-sufficiency, and the unification and empowerment of people of African descent worldwide.
-
B.
NAACP
The NAACP (National Association for the Advancement of Colored People) is a historic U.S. civil rights organization founded in 1909 that has led legal challenges and advocacy efforts against racial discrimination and segregation.
-
C.
National Black Political Assembly
The National Black Political Assembly was a major African American political organization that emerged from the 1972 Gary convention to coordinate Black political strategy and advocacy nationwide.
-
D.
Organization of Afro-American Unity
The Organization of Afro-American Unity was a Pan-Africanist civil rights group founded by Malcolm X in 1964 to promote Black self-determination and international solidarity against racism.
-
E.
National Urban League
The National Urban League is a historic civil rights and urban advocacy organization in the United States that works to promote economic empowerment, equality, and social justice for African Americans and other underserved communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b34543f06c8190915ebb1a4574ffa9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34fce710481909d90ed4a3d150fde |
completed | March 12, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b79992a08190b614a89aa36cf674 |
completed | March 14, 2026, 7:31 p.m. |
Created at: March 12, 2026, 11:07 p.m.