Triple
T3364791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Brentwood, Maryland |
E70808
|
entity |
| Predicate | populationMajorityGroup |
P21204
|
FINISHED |
| Object | African Americans |
E1571
|
NE FINISHED |
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: [North Brentwood, Maryland, populationMajorityGroup, African Americans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African Americans Context triple: [North Brentwood, Maryland, populationMajorityGroup, 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.
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.
-
C.
West Africans
West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
-
D.
Afro-Bahamians
Afro-Bahamians are Bahamian citizens of predominantly African descent whose culture, history, and identity are rooted in the legacy of the transatlantic slave trade and the broader Afro-Caribbean experience.
-
E.
African diaspora
The African diaspora refers to the global communities of people of African descent living outside the African continent, formed largely through historical processes such as the transatlantic slave trade, migration, and displacement.
- 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: populationMajorityGroup Context triple: [North Brentwood, Maryland, populationMajorityGroup, African Americans]
-
A.
demographicMajority
chosen
Indicates that one group constitutes more than half of the population within a specified context or area.
-
B.
majorityCountry
Indicates that a given country is the one in which the majority of a specified group, population, or instances are located or occur.
-
C.
hasSignificantPopulationGroup
Indicates that an entity contains or is associated with a notable or substantial subgroup of a population, distinguished by shared characteristics or attributes.
-
D.
majorPopulationIn
Indicates that a significant portion of a population is located in or primarily associated with a particular place or region.
-
E.
majorityLanguageOf
Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
- F. None of above.
Provenance (4 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_69ad85a729d48190afd789cd8417f289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb28643f48190b78b0222f8323344 |
completed | March 8, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3254daf8c8190b2141682503c111e |
completed | March 12, 2026, 8:42 p.m. |
| PD | Predicate disambiguation | batch_69ada4317e288190ab7d0f66e9dba65f |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:13 p.m.