Triple

T183376
Position Surface form Disambiguated ID Type / Status
Subject Amherst, New York E3925 entity
Predicate hasTransportation P105 FINISHED
Object Interstate 290
Interstate 290 is a highway in western New York that serves as a key connector between Buffalo’s suburbs and major regional routes.
E96015 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 290 | Statement: [Amherst, New York, hasTransportation, Interstate 290]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 290
Context triple: [Amherst, New York, hasTransportation, Interstate 290]
  • A. I-290
    I-290 is a major Interstate Highway in northeastern Illinois that serves as a key commuter route connecting Chicago with its western suburbs.
  • B. Interstate 287
    Interstate 287 is a beltway and bypass route around the New York City metropolitan area, running through parts of New Jersey and New York and connecting several major interstate highways.
  • C. Interstate 94
    Interstate 94 is a major east–west U.S. Interstate Highway running from Montana to Michigan, serving key Midwestern cities such as Minneapolis–Saint Paul, Milwaukee, and Chicago.
  • D. Interstate 285
    Interstate 285 is the beltway encircling Atlanta, Georgia, serving as a major bypass and connector for multiple interstate highways around the metropolitan area.
  • E. Interstate 480
    Interstate 480 is a short auxiliary Interstate Highway that serves as a key connector between downtown Omaha, Nebraska, and Council Bluffs, Iowa, linking Interstate 80 and Interstate 29.
  • 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 290
Triple: [Amherst, New York, hasTransportation, Interstate 290]
Generated description
Interstate 290 is a highway in western New York that serves as a key connector between Buffalo’s suburbs and major regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 290
Target entity description: Interstate 290 is a highway in western New York that serves as a key connector between Buffalo’s suburbs and major regional routes.
  • A. I-290
    I-290 is a major Interstate Highway in northeastern Illinois that serves as a key commuter route connecting Chicago with its western suburbs.
  • B. Interstate 287
    Interstate 287 is a beltway and bypass route around the New York City metropolitan area, running through parts of New Jersey and New York and connecting several major interstate highways.
  • C. Interstate 94
    Interstate 94 is a major east–west U.S. Interstate Highway running from Montana to Michigan, serving key Midwestern cities such as Minneapolis–Saint Paul, Milwaukee, and Chicago.
  • D. Interstate 285
    Interstate 285 is the beltway encircling Atlanta, Georgia, serving as a major bypass and connector for multiple interstate highways around the metropolitan area.
  • E. Interstate 480
    Interstate 480 is a short auxiliary Interstate Highway that serves as a key connector between downtown Omaha, Nebraska, and Council Bluffs, Iowa, linking Interstate 80 and Interstate 29.
  • 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_69a25497e2f08190a040f8c6e1842643 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25926be9c8190a4cfce66f57589d1 completed Feb. 28, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a76d6061508190b6fd3c907107fc63 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78328882881908d25e2fec0909da6 completed March 4, 2026, 12:56 a.m.
NED2 Entity disambiguation (via description) batch_69a7839196fc819097800de8c360cef9 completed March 4, 2026, 12:57 a.m.
Created at: Feb. 28, 2026, 2:40 a.m.