Triple

T1574254
Position Surface form Disambiguated ID Type / Status
Subject New York's 11th congressional district E33610 entity
Predicate includesNeighborhood P4813 FINISHED
Object Bensonhurst
Bensonhurst is a residential neighborhood in southwestern Brooklyn, New York City, known for its diverse immigrant communities and vibrant Italian-American and Asian cultural presence.
 E291672 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: Bensonhurst | Statement: [New York's 11th congressional district, includesNeighborhood, Bensonhurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bensonhurst
Context triple: [New York's 11th congressional district, includesNeighborhood, Bensonhurst]
  • A. Dyker Heights
    Dyker Heights is a residential neighborhood in southwest Brooklyn, New York City, known for its suburban feel and elaborate Christmas light displays.
  • B. Borough Park
    Borough Park is a predominantly Orthodox Jewish neighborhood in southwestern Brooklyn known for its dense population, vibrant religious life, and extensive network of synagogues and yeshivas.
  • C. Rego Park
    Rego Park is a residential and commercial neighborhood in central Queens, New York City, known for its diverse population, apartment complexes, and shopping centers along Queens Boulevard.
  • D. Bedford–Stuyvesant
    Bedford–Stuyvesant is a historically significant Brooklyn neighborhood known for its rich African-American cultural heritage, brownstone architecture, and vibrant community life.
  • E. Park Slope
    Park Slope is a historic, tree-lined Brooklyn neighborhood known for its brownstone architecture, family-friendly atmosphere, and proximity to Prospect Park.
  • 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: Bensonhurst
Triple: [New York's 11th congressional district, includesNeighborhood, Bensonhurst]
Generated description
Bensonhurst is a residential neighborhood in southwestern Brooklyn, New York City, known for its diverse immigrant communities and vibrant Italian-American and Asian cultural presence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bensonhurst
Target entity description: Bensonhurst is a residential neighborhood in southwestern Brooklyn, New York City, known for its diverse immigrant communities and vibrant Italian-American and Asian cultural presence.
  • A. Dyker Heights
    Dyker Heights is a residential neighborhood in southwest Brooklyn, New York City, known for its suburban feel and elaborate Christmas light displays.
  • B. Borough Park
    Borough Park is a predominantly Orthodox Jewish neighborhood in southwestern Brooklyn known for its dense population, vibrant religious life, and extensive network of synagogues and yeshivas.
  • C. Rego Park
    Rego Park is a residential and commercial neighborhood in central Queens, New York City, known for its diverse population, apartment complexes, and shopping centers along Queens Boulevard.
  • D. Bedford–Stuyvesant
    Bedford–Stuyvesant is a historically significant Brooklyn neighborhood known for its rich African-American cultural heritage, brownstone architecture, and vibrant community life.
  • E. Park Slope
    Park Slope is a historic, tree-lined Brooklyn neighborhood known for its brownstone architecture, family-friendly atmosphere, and proximity to Prospect Park.
  • 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908bcd87881908b911314a30dd327 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb65a9680819096e82b69b05cfa92 completed March 10, 2026, 6:12 a.m.
NEDg Description generation batch_69afb703a5f8819097b71e19db11feaf completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7aa131c81908cdfbda9575312f3 completed March 10, 2026, 6:18 a.m.
Created at: March 4, 2026, 7:27 p.m.