Triple

T2735057
Position Surface form Disambiguated ID Type / Status
Subject Norton Shores, Michigan E60609 entity
Predicate hasTransportation P105 FINISHED
Object Interstate 96 (nearby terminus)
Interstate 96 is a major east–west freeway in Michigan that connects the Lake Michigan shoreline near Norton Shores to the Detroit metropolitan area and other key cities across the state.
E292326 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 96 (nearby terminus) | Statement: [Norton Shores, Michigan, hasTransportation, Interstate 96 (nearby terminus)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 96 (nearby terminus)
Context triple: [Norton Shores, Michigan, hasTransportation, Interstate 96 (nearby terminus)]
  • A. Interstate 86 (nearby)
    Interstate 86 is a major east–west highway in the Southern Tier of New York State that provides regional connectivity between communities such as Endicott and larger urban centers.
  • B. Interstate 95 (nearby)
    Interstate 95 (nearby) is a major north–south U.S. highway running along the East Coast that provides primary regional and long-distance access to St. Augustine, Florida.
  • C. Interstate 287 (nearby)
    Interstate 287 is a major beltway and bypass route around the New York City metropolitan area, connecting key highways in New Jersey and New York.
  • D. Interstate 787 (nearby)
    Interstate 787 is a major limited-access highway in New York’s Capital District that runs along the Hudson River, serving Albany and nearby communities including the Troy area.
  • E. Interstate 78 (nearby access)
    Interstate 78 is a major east–west highway in the northeastern United States that provides regional access through and around Essex County, New Jersey.
  • 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 96 (nearby terminus)
Triple: [Norton Shores, Michigan, hasTransportation, Interstate 96 (nearby terminus)]
Generated description
Interstate 96 is a major east–west freeway in Michigan that connects the Lake Michigan shoreline near Norton Shores to the Detroit metropolitan area and other key cities across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 96 (nearby terminus)
Target entity description: Interstate 96 is a major east–west freeway in Michigan that connects the Lake Michigan shoreline near Norton Shores to the Detroit metropolitan area and other key cities across the state.
  • A. Interstate 86 (nearby)
    Interstate 86 is a major east–west highway in the Southern Tier of New York State that provides regional connectivity between communities such as Endicott and larger urban centers.
  • B. Interstate 95 (nearby)
    Interstate 95 (nearby) is a major north–south U.S. highway running along the East Coast that provides primary regional and long-distance access to St. Augustine, Florida.
  • C. Interstate 287 (nearby)
    Interstate 287 is a major beltway and bypass route around the New York City metropolitan area, connecting key highways in New Jersey and New York.
  • D. Interstate 787 (nearby)
    Interstate 787 is a major limited-access highway in New York’s Capital District that runs along the Hudson River, serving Albany and nearby communities including the Troy area.
  • E. Interstate 78 (nearby access)
    Interstate 78 is a major east–west highway in the northeastern United States that provides regional access through and around Essex County, New Jersey.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb1022488190af84e536946b2e37 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6a37fdc8190bcdb33d7352d9e16 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb734d7b08190aeb95e8a9199fb10 completed March 10, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69afb7c2b9d08190bce599c364d809b7 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:56 p.m.