Triple
T12501588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Erwin, North Carolina |
E298835
|
entity |
| Predicate | demographicsSignificantMinority2010 |
P1898
|
FINISHED |
| Object | African American |
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 American | Statement: [Erwin, North Carolina, demographicsSignificantMinority2010, African American]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African American Context triple: [Erwin, North Carolina, demographicsSignificantMinority2010, African American]
-
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.
African-American culture
African-American culture is the rich, diverse set of traditions, artistic expressions, social practices, and values developed by African Americans that has profoundly shaped music, language, fashion, and popular culture in the United States and beyond.
-
D.
African-American history
African-American history is the chronicle of the experiences, struggles, and contributions of people of African descent in the United States, encompassing slavery, emancipation, civil rights movements, and ongoing cultural and political influence.
-
E.
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.
- 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: demographicsSignificantMinority2010 Context triple: [Erwin, North Carolina, demographicsSignificantMinority2010, African American]
-
A.
shareMinorityPopulations
Indicates that two entities have overlapping or similar minority population groups in terms of presence, composition, or distribution.
-
B.
hasSignificantPopulationGroup
chosen
Indicates that an entity contains or is associated with a notable or substantial subgroup of a population, distinguished by shared characteristics or attributes.
-
C.
demographicsOtherRacesPresent2000
Indicates that, in the year 2000, the demographic data show the presence of racial groups categorized as "other races" beyond the primary race categories.
-
D.
demographicMajority
Indicates that one group constitutes more than half of the population within a specified context or area.
-
E.
minorityMajority
Indicates that one group constitutes a numerical or power minority within a context while another group constitutes the corresponding majority.
- 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94e8a706c8190873623eab7db607d |
completed | April 10, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bb38e048190bbc96244b71953b6 |
completed | May 2, 2026, 7:08 p.m. |
| PD | Predicate disambiguation | batch_69d94d41f3cc8190a3331fb9a895306f |
completed | April 10, 2026, 7:19 p.m. |
Created at: April 8, 2026, 9:57 p.m.