Triple

T4788170
Position Surface form Disambiguated ID Type / Status
Subject Interstate 294 E106534 entity
Predicate northernTerminus P388 FINISHED
Object Interstate 94 in Northbrook, Illinois
Interstate 94 in Northbrook, Illinois is a major segment of the I-94 freeway in Chicago’s northern suburbs, carrying regional and commuter traffic between the city and communities to the north and northwest.
E470207 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: Interstate 94 in Northbrook, Illinois | Statement: [Interstate 294, northernTerminus, Interstate 94 in Northbrook, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 94 in Northbrook, Illinois
Context triple: [Interstate 294, northernTerminus, Interstate 94 in Northbrook, Illinois]
  • A. I-90/94 on Chicago South Side
    I-90/94 on Chicago’s South Side, commonly known as the Dan Ryan Expressway, is a major multi-lane freeway that serves as a primary north–south traffic artery connecting downtown Chicago with its southern neighborhoods and suburbs.
  • B. Interstate 57 in Champaign, Illinois
    Interstate 57 in Champaign, Illinois is a major north–south freeway in central Illinois that serves as a key transportation corridor for regional and long-distance traffic.
  • C. Interstate 294
    Interstate 294 is a major toll highway in the Chicago metropolitan area that forms part of the Tri-State Tollway, carrying traffic around the city and connecting key regional routes.
  • D. Interstate 390 (Illinois Route 390)
    Interstate 390 (Illinois Route 390) is a toll highway in northeastern Illinois that serves as a major east–west commuter and freight corridor through Chicago’s western suburbs.
  • E. Interstate 291 in Springfield, Massachusetts
    Interstate 291 in Springfield, Massachusetts is a short auxiliary Interstate highway that connects downtown Springfield and surrounding areas to Interstate 90 (the Massachusetts Turnpike) and Interstate 91.
  • 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: Interstate 94 in Northbrook, Illinois
Triple: [Interstate 294, northernTerminus, Interstate 94 in Northbrook, Illinois]
Generated description
Interstate 94 in Northbrook, Illinois is a major segment of the I-94 freeway in Chicago’s northern suburbs, carrying regional and commuter traffic between the city and communities to the north and northwest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 94 in Northbrook, Illinois
Target entity description: Interstate 94 in Northbrook, Illinois is a major segment of the I-94 freeway in Chicago’s northern suburbs, carrying regional and commuter traffic between the city and communities to the north and northwest.
  • A. I-90/94 on Chicago South Side
    I-90/94 on Chicago’s South Side, commonly known as the Dan Ryan Expressway, is a major multi-lane freeway that serves as a primary north–south traffic artery connecting downtown Chicago with its southern neighborhoods and suburbs.
  • B. Interstate 57 in Champaign, Illinois
    Interstate 57 in Champaign, Illinois is a major north–south freeway in central Illinois that serves as a key transportation corridor for regional and long-distance traffic.
  • C. Interstate 294
    Interstate 294 is a major toll highway in the Chicago metropolitan area that forms part of the Tri-State Tollway, carrying traffic around the city and connecting key regional routes.
  • D. Interstate 390 (Illinois Route 390)
    Interstate 390 (Illinois Route 390) is a toll highway in northeastern Illinois that serves as a major east–west commuter and freight corridor through Chicago’s western suburbs.
  • E. Interstate 291 in Springfield, Massachusetts
    Interstate 291 in Springfield, Massachusetts is a short auxiliary Interstate highway that connects downtown Springfield and surrounding areas to Interstate 90 (the Massachusetts Turnpike) and Interstate 91.
  • 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_69bd43f4a9588190bf73e20bc27c03cc completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65da229c81909c703393f7b9b71d completed March 20, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43e504488190b55cd745f82e9897 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be45cc228c8190942280ef3852caf7 completed March 21, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69be467ffd50819090c92df520c91642 completed March 21, 2026, 7:19 a.m.
Created at: March 20, 2026, 1:22 p.m.