Triple

T9894481
Position Surface form Disambiguated ID Type / Status
Subject Nubian Square E181534 entity
Predicate hasCulturalSignificanceFor P958 FINISHED
Object Boston’s Black community
Boston’s Black community is a historically rooted and culturally vibrant population whose social, political, and artistic life has long centered in neighborhoods such as Roxbury and surrounding areas.
E828568 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: Boston’s Black community | Statement: [Nubian Square, hasCulturalSignificanceFor, Boston’s Black community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boston’s Black community
Context triple: [Nubian Square, hasCulturalSignificanceFor, Boston’s Black community]
  • A. Montgomery African-American community
    The Montgomery African-American community was the Black population of Montgomery, Alabama, that played a central role in the civil rights movement, including the Montgomery Bus Boycott and broader struggles against segregation and racial injustice.
  • B. Dorchester neighborhood of Boston
    The Dorchester neighborhood of Boston is a large, diverse residential area known for its historic streets, vibrant immigrant communities, and active commercial hubs.
  • C. Black Heritage Trail (Boston)
    The Black Heritage Trail in Boston is a walking route through Beacon Hill that highlights historically significant sites related to the city’s 19th-century African American community and the abolitionist movement.
  • D. Black Metropolis: A Study of Negro Life in a Northern City
    "Black Metropolis: A Study of Negro Life in a Northern City" is a landmark sociological study that examines the social, economic, and cultural life of African Americans in Chicago’s South Side during the early 20th century.
  • E. Boston society
    Boston society refers to the historically prominent social and cultural elite of Boston, known for their influence in politics, commerce, and culture, and often associated with old, established families.
  • 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: Boston’s Black community
Triple: [Nubian Square, hasCulturalSignificanceFor, Boston’s Black community]
Generated description
Boston’s Black community is a historically rooted and culturally vibrant population whose social, political, and artistic life has long centered in neighborhoods such as Roxbury and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boston’s Black community
Target entity description: Boston’s Black community is a historically rooted and culturally vibrant population whose social, political, and artistic life has long centered in neighborhoods such as Roxbury and surrounding areas.
  • A. Montgomery African-American community
    The Montgomery African-American community was the Black population of Montgomery, Alabama, that played a central role in the civil rights movement, including the Montgomery Bus Boycott and broader struggles against segregation and racial injustice.
  • B. Dorchester neighborhood of Boston
    The Dorchester neighborhood of Boston is a large, diverse residential area known for its historic streets, vibrant immigrant communities, and active commercial hubs.
  • C. Black Heritage Trail (Boston)
    The Black Heritage Trail in Boston is a walking route through Beacon Hill that highlights historically significant sites related to the city’s 19th-century African American community and the abolitionist movement.
  • D. Black Metropolis: A Study of Negro Life in a Northern City
    "Black Metropolis: A Study of Negro Life in a Northern City" is a landmark sociological study that examines the social, economic, and cultural life of African Americans in Chicago’s South Side during the early 20th century.
  • E. Boston society
    Boston society refers to the historically prominent social and cultural elite of Boston, known for their influence in politics, commerce, and culture, and often associated with old, established families.
  • 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_69ca8283a6708190801af7a25a7ebb9f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4a89e148190901753e67483d72c completed April 2, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb0d984c81908408f90f156624e5 completed April 5, 2026, 4:54 a.m.
NEDg Description generation batch_69d1edaceb608190a75e738a34c6d16f completed April 5, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69d1ee5b837c8190b294a78cebf141ae completed April 5, 2026, 5:08 a.m.
Created at: March 30, 2026, 8:39 p.m.