Triple

T17405634
Position Surface form Disambiguated ID Type / Status
Subject East Side of Buffalo E423206 entity
Predicate borders P224 FINISHED
Object South Buffalo
South Buffalo is a predominantly Irish-American, working- and middle-class neighborhood in the southern part of Buffalo, New York, known for its tight-knit community and historic ties to the city’s industrial and waterfront areas.
E1271797 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: South Buffalo | Statement: [East Side of Buffalo, borders, South Buffalo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Buffalo
Context triple: [East Side of Buffalo, borders, South Buffalo]
  • A. North Buffalo
    North Buffalo is a primarily residential neighborhood in Buffalo, New York, known for its tree-lined streets, local shops and restaurants, and proximity to parks and cultural attractions.
  • B. Downtown Buffalo
    Downtown Buffalo is the central business and cultural district of Buffalo, New York, known for its historic architecture, waterfront access, and role as the region’s commercial hub.
  • C. Buffalo
    Buffalo is a major city in western New York State known for its industrial history, proximity to Niagara Falls, and namesake Buffalo-style chicken wings.
  • D. East Side of Buffalo
    The East Side of Buffalo is a predominantly residential and historically working-class area of Buffalo, New York, known for its significant African American community, industrial heritage, and periods of disinvestment and urban renewal.
  • E. West Side of Buffalo
    The West Side of Buffalo is a diverse, historic urban neighborhood in Buffalo, New York, known for its immigrant communities, vibrant commercial corridors, and distinctive 19th- and early 20th-century architecture.
  • 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: South Buffalo
Triple: [East Side of Buffalo, borders, South Buffalo]
Generated description
South Buffalo is a predominantly Irish-American, working- and middle-class neighborhood in the southern part of Buffalo, New York, known for its tight-knit community and historic ties to the city’s industrial and waterfront areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Buffalo
Target entity description: South Buffalo is a predominantly Irish-American, working- and middle-class neighborhood in the southern part of Buffalo, New York, known for its tight-knit community and historic ties to the city’s industrial and waterfront areas.
  • A. North Buffalo
    North Buffalo is a primarily residential neighborhood in Buffalo, New York, known for its tree-lined streets, local shops and restaurants, and proximity to parks and cultural attractions.
  • B. Downtown Buffalo
    Downtown Buffalo is the central business and cultural district of Buffalo, New York, known for its historic architecture, waterfront access, and role as the region’s commercial hub.
  • C. Buffalo
    Buffalo is a major city in western New York State known for its industrial history, proximity to Niagara Falls, and namesake Buffalo-style chicken wings.
  • D. East Side of Buffalo
    The East Side of Buffalo is a predominantly residential and historically working-class area of Buffalo, New York, known for its significant African American community, industrial heritage, and periods of disinvestment and urban renewal.
  • E. West Side of Buffalo
    The West Side of Buffalo is a diverse, historic urban neighborhood in Buffalo, New York, known for its immigrant communities, vibrant commercial corridors, and distinctive 19th- and early 20th-century architecture.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43b0750688190bb123634d7c7273e completed April 19, 2026, 2:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c1ed59fc8190a703d1371c984f46 completed May 11, 2026, 11:47 a.m.
NEDg Description generation batch_6a01c3112120819088d102c341aab170 completed May 11, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a01c38e58e08190a1fc3a3e1738d6b0 completed May 11, 2026, 11:54 a.m.
Created at: April 10, 2026, 5:45 a.m.