Triple

T14774847
Position Surface form Disambiguated ID Type / Status
Subject Route 20 (Southwestern Boulevard) E347231 entity
Predicate serves P98 FINISHED
Object Southtowns suburbs
The Southtowns suburbs are a group of communities in the southern part of the Buffalo, New York metropolitan area, known for their residential neighborhoods, commercial corridors, and access to nearby rural and recreational areas.
E1119522 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: Southtowns suburbs | Statement: [Route 20 (Southwestern Boulevard), serves, Southtowns suburbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southtowns suburbs
Context triple: [Route 20 (Southwestern Boulevard), serves, Southtowns suburbs]
  • A. Main Line suburbs
    Main Line suburbs are affluent, historic commuter communities northwest of Philadelphia, known for their prestigious schools, stately homes, and origins along the Pennsylvania Railroad’s Main Line.
  • B. Inner Ring Suburbs of Atlanta
    The Inner Ring Suburbs of Atlanta are the older, close-in residential communities that directly border the city of Atlanta and developed primarily in the early-to-mid 20th century.
  • C. Suburban Maryland
    Suburban Maryland is the largely residential and commercial area surrounding Washington, D.C., known for its commuter communities, shopping centers, and proximity to the nation’s capital.
  • D. Broadmeadow suburb
    Broadmeadow suburb is a residential and commercial area in Newcastle, New South Wales, known as a key transport hub and home to various local services and amenities.
  • E. “Three Towns” area
    The “Three Towns” area is a coastal urban region in North Ayrshire, Scotland, comprising the closely linked towns of Saltcoats, Ardrossan, and Stevenston.
  • 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: Southtowns suburbs
Triple: [Route 20 (Southwestern Boulevard), serves, Southtowns suburbs]
Generated description
The Southtowns suburbs are a group of communities in the southern part of the Buffalo, New York metropolitan area, known for their residential neighborhoods, commercial corridors, and access to nearby rural and recreational areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southtowns suburbs
Target entity description: The Southtowns suburbs are a group of communities in the southern part of the Buffalo, New York metropolitan area, known for their residential neighborhoods, commercial corridors, and access to nearby rural and recreational areas.
  • A. Main Line suburbs
    Main Line suburbs are affluent, historic commuter communities northwest of Philadelphia, known for their prestigious schools, stately homes, and origins along the Pennsylvania Railroad’s Main Line.
  • B. Inner Ring Suburbs of Atlanta
    The Inner Ring Suburbs of Atlanta are the older, close-in residential communities that directly border the city of Atlanta and developed primarily in the early-to-mid 20th century.
  • C. Suburban Maryland
    Suburban Maryland is the largely residential and commercial area surrounding Washington, D.C., known for its commuter communities, shopping centers, and proximity to the nation’s capital.
  • D. Broadmeadow suburb
    Broadmeadow suburb is a residential and commercial area in Newcastle, New South Wales, known as a key transport hub and home to various local services and amenities.
  • E. “Three Towns” area
    The “Three Towns” area is a coastal urban region in North Ayrshire, Scotland, comprising the closely linked towns of Saltcoats, Ardrossan, and Stevenston.
  • 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_69d822e9b9e08190bedcc31a163fda82 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec815dd5081909e927911c06b2d66 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cfd26fc81909fba39c8705437ed completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe17fc37ec8190b2e9c786a5e7843e completed May 8, 2026, 5:06 p.m.
NED2 Entity disambiguation (via description) batch_69fe18786294819080ce5ee0d8af00c9 completed May 8, 2026, 5:08 p.m.
Created at: April 10, 2026, 1:31 a.m.