Triple

T177536
Position Surface form Disambiguated ID Type / Status
Subject The Notorious B.I.G. E3607 entity
Predicate neighborhoodRaisedIn P4813 FINISHED
Object Bedford–Stuyvesant, Brooklyn, New York City, New York, United States
Bedford–Stuyvesant is a historically African-American neighborhood in central Brooklyn known for its brownstone-lined streets, rich cultural and musical legacy, and significant role in New York City's Black history.
E23177 NE FINISHED

How this triple was built (5 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: Bedford–Stuyvesant, Brooklyn, New York City, New York, United States | Statement: [The Notorious B.I.G., neighborhoodRaisedIn, Bedford–Stuyvesant, Brooklyn, New York City, New York, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bedford–Stuyvesant, Brooklyn, New York City, New York, United States
Context triple: [The Notorious B.I.G., neighborhoodRaisedIn, Bedford–Stuyvesant, Brooklyn, New York City, New York, United States]
  • A. Harlem neighborhood of Manhattan
    The Harlem neighborhood of Manhattan is a historically significant New York City community known as a major center of African-American culture, arts, and political life.
  • B. Brooklyn
    Brooklyn is a populous and culturally diverse borough of New York City known for its distinct neighborhoods, arts scene, and iconic landmarks like the Brooklyn Bridge.
  • C. The Bronx
    The Bronx is one of the five boroughs of New York City, known as the birthplace of hip-hop and home to Yankee Stadium and the Bronx Zoo.
  • D. Yonkers, New York
    Yonkers, New York is a major suburban city just north of New York City, known for its historic waterfront, diverse neighborhoods, and role as one of the largest cities in the state.
  • E. Inwood neighborhood
    The Inwood neighborhood is the northernmost part of Manhattan in New York City, known for its hilly terrain, large parks like Inwood Hill Park, and a mix of residential streets and historic sites.
  • 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: Bedford–Stuyvesant, Brooklyn, New York City, New York, United States
Triple: [The Notorious B.I.G., neighborhoodRaisedIn, Bedford–Stuyvesant, Brooklyn, New York City, New York, United States]
Generated description
Bedford–Stuyvesant is a historically African-American neighborhood in central Brooklyn known for its brownstone-lined streets, rich cultural and musical legacy, and significant role in New York City's Black history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bedford–Stuyvesant, Brooklyn, New York City, New York, United States
Target entity description: Bedford–Stuyvesant is a historically African-American neighborhood in central Brooklyn known for its brownstone-lined streets, rich cultural and musical legacy, and significant role in New York City's Black history.
  • A. Harlem neighborhood of Manhattan
    The Harlem neighborhood of Manhattan is a historically significant New York City community known as a major center of African-American culture, arts, and political life.
  • B. Brooklyn
    Brooklyn is a populous and culturally diverse borough of New York City known for its distinct neighborhoods, arts scene, and iconic landmarks like the Brooklyn Bridge.
  • C. The Bronx
    The Bronx is one of the five boroughs of New York City, known as the birthplace of hip-hop and home to Yankee Stadium and the Bronx Zoo.
  • D. Yonkers, New York
    Yonkers, New York is a major suburban city just north of New York City, known for its historic waterfront, diverse neighborhoods, and role as one of the largest cities in the state.
  • E. Inwood neighborhood
    The Inwood neighborhood is the northernmost part of Manhattan in New York City, known for its hilly terrain, large parks like Inwood Hill Park, and a mix of residential streets and historic sites.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: neighborhoodRaisedIn
Context triple: [The Notorious B.I.G., neighborhoodRaisedIn, Bedford–Stuyvesant, Brooklyn, New York City, New York, United States]
  • A. neighborhood
    Indicates that one entity is located in close spatial proximity to another, typically within the same local area or district.
  • B. hasNeighbourhood chosen
    Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
  • C. hasNearbyCommunity
    Indicates that one entity has another community located close to it in geographic or spatial terms.
  • D. adoptedInCity
    Indicates that an adoption event took place within a specific city.
  • E. homeCitySince
    Indicates the city that has served as an entity’s home starting from a specified point in time.
  • F. None of above.

Provenance (6 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258fe7bb08190a56f4a54cadd2fef completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2fa7c7a288190bc547d5e7010732b completed Feb. 28, 2026, 2:23 p.m.
NEDg Description generation batch_69a2fb52104881908fb78842af09bf0e completed Feb. 28, 2026, 2:27 p.m.
NED2 Entity disambiguation (via description) batch_69a2fc081c8c8190a37abb5fbcc7c335 completed Feb. 28, 2026, 2:30 p.m.
PD Predicate disambiguation batch_69a2566b53d481909c0ed40dd3719e8c completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:39 a.m.