Triple

T5147208
Position Surface form Disambiguated ID Type / Status
Subject Z E116100 entity
Predicate serviceArea P82 FINISHED
Object Williamsburg, Brooklyn
Williamsburg, Brooklyn is a vibrant neighborhood in New York City known for its arts scene, trendy restaurants and bars, and a large population of young professionals and creatives.
 E522170 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: Williamsburg, Brooklyn | Statement: [Z, serviceArea, Williamsburg, Brooklyn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Williamsburg, Brooklyn
Context triple: [Z, serviceArea, Williamsburg, Brooklyn]
  • A. Brownsville, Brooklyn
    Brownsville, Brooklyn is a residential neighborhood in eastern Brooklyn, New York City, historically known for its dense public housing, working-class population, and significant role in the city's African American and Caribbean communities.
  • B. Astoria, Queens
    Astoria, Queens is a diverse New York City neighborhood known for its historic Greek American community, vibrant food scene, and mix of residential and cultural attractions.
  • C. 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.
  • D. Brooklyn
    Brooklyn is a small inner-ring suburb of Cleveland located in Cuyahoga County, Ohio.
  • E. Brooklyn
    Brooklyn is a residential suburb within the Milnerton area of Cape Town, South Africa.
  • 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: Williamsburg, Brooklyn
Triple: [Z, serviceArea, Williamsburg, Brooklyn]
Generated description
Williamsburg, Brooklyn is a vibrant neighborhood in New York City known for its arts scene, trendy restaurants and bars, and a large population of young professionals and creatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Williamsburg, Brooklyn
Target entity description: Williamsburg, Brooklyn is a vibrant neighborhood in New York City known for its arts scene, trendy restaurants and bars, and a large population of young professionals and creatives.
  • A. Brownsville, Brooklyn
    Brownsville, Brooklyn is a residential neighborhood in eastern Brooklyn, New York City, historically known for its dense public housing, working-class population, and significant role in the city's African American and Caribbean communities.
  • B. Astoria, Queens
    Astoria, Queens is a diverse New York City neighborhood known for its historic Greek American community, vibrant food scene, and mix of residential and cultural attractions.
  • C. 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.
  • D. Brooklyn
    Brooklyn is a small inner-ring suburb of Cleveland located in Cuyahoga County, Ohio.
  • E. Brooklyn
    Brooklyn is a residential suburb within the Milnerton area of Cape Town, South Africa.
  • 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_69bd4446c0e08190a7c29dc74976bf03 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd78afc32081909fd4de3dbf31ea3a completed March 20, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf486d43488190b57e064b0272ece4 completed March 22, 2026, 1:39 a.m.
NEDg Description generation batch_69bf495a97d081909a83c8da3a1ba98e completed March 22, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69bf49a3058c8190a4b9cc50a077e187 completed March 22, 2026, 1:45 a.m.
Created at: March 20, 2026, 1:43 p.m.