Triple
T22265204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Black Beverly Hills |
E550332
|
entity |
| Predicate | demographicGroupHistorically |
P67966
|
FINISHED |
| Object | African Americans |
—
|
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: African Americans | Statement: [The Black Beverly Hills, demographicGroupHistorically, African Americans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African Americans Context triple: [The Black Beverly Hills, demographicGroupHistorically, African Americans]
-
A.
Black Americans
chosen
Black Americans are a racial and ethnic group in the United States descended largely from enslaved Africans, with a distinct cultural, historical, and political legacy that has profoundly shaped American society.
-
B.
African American women
African American women are women in the United States of African descent, whose distinct cultural, social, and historical experiences have significantly shaped American history, arts, politics, and identity.
-
C.
Afro-Latin Americans
Afro-Latin Americans are people of African descent in Latin America whose cultures blend African, Indigenous, and European influences and who have played a central role in the region’s history, music, religion, and social movements.
-
D.
the Blacks
The Blacks were the faction loyal to Rhaenyra Targaryen during the Targaryen civil war known as the Dance of the Dragons in George R.R. Martin’s fictional history of Westeros.
-
E.
African peoples
African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: demographicGroupHistorically Context triple: [The Black Beverly Hills, demographicGroupHistorically, African Americans]
-
A.
historicalEthnicGroups
Indicates that there is a historically attested ethnic group or groups associated with the subject entity.
-
B.
historicalPopulationCharacteristic
chosen
Indicates a relationship where an entity is associated with a demographic or population-related attribute that held true during a specific historical period.
-
C.
historicalDiversity
Indicates that there has been variation or change in the composition, characteristics, or representation of something across different historical periods.
-
D.
religiousCompositionHistorical
Indicates the historical distribution or makeup of religious affiliations within a population or group over time.
-
E.
demographicHistory
Indicates the historical changes and patterns in the composition, size, or structure of a population over time.
- F. None of above.
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_69e11e43d8208190aff4f9cf7f2c2a8a |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f141bb850881908f5e9c37afb52ca8 |
completed | April 28, 2026, 11:24 p.m. |
| PD | Predicate disambiguation | batch_69e72fe1e0cc8190bd13cff2a0846225 |
completed | April 21, 2026, 8:05 a.m. |
Created at: April 16, 2026, 8:39 p.m.