Triple

T2418758
Position Surface form Disambiguated ID Type / Status
Subject Macomb County, Michigan E52367 entity
Predicate hasTransportationLink P1298 FINISHED
Object Interstate 696 in Michigan
Interstate 696 in Michigan is an east–west auxiliary Interstate Highway serving the northern suburbs of Detroit, connecting several major freeways and facilitating commuter and regional traffic across Oakland and Macomb counties.
E269120 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 696 in Michigan | Statement: [Macomb County, Michigan, hasTransportationLink, Interstate 696 in Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 696 in Michigan
Context triple: [Macomb County, Michigan, hasTransportationLink, Interstate 696 in Michigan]
  • A. Interstate 635
    Interstate 635 is a major beltway and commuter freeway serving the Dallas–Fort Worth metropolitan area in Texas.
  • B. 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.
  • C. Interstate 691
    Interstate 691 is an auxiliary Interstate Highway in central Connecticut that connects Interstate 91 in Meriden to Interstate 84 near Waterbury, serving as a key east–west commuter route.
  • D. Interstate 291
    Interstate 291 is a short auxiliary Interstate Highway in Massachusetts that connects Interstate 91 in Springfield to Interstate 90 (the Massachusetts Turnpike) near Chicopee.
  • E. Interstate 684
    Interstate 684 is a north–south auxiliary Interstate Highway in southeastern New York that connects Interstate 84 near Brewster to Interstate 287 and the Hutchinson River Parkway near White Plains, serving as a major commuter route through Westchester County.
  • 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 696 in Michigan
Triple: [Macomb County, Michigan, hasTransportationLink, Interstate 696 in Michigan]
Generated description
Interstate 696 in Michigan is an east–west auxiliary Interstate Highway serving the northern suburbs of Detroit, connecting several major freeways and facilitating commuter and regional traffic across Oakland and Macomb counties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 696 in Michigan
Target entity description: Interstate 696 in Michigan is an east–west auxiliary Interstate Highway serving the northern suburbs of Detroit, connecting several major freeways and facilitating commuter and regional traffic across Oakland and Macomb counties.
  • A. Interstate 635
    Interstate 635 is a major beltway and commuter freeway serving the Dallas–Fort Worth metropolitan area in Texas.
  • B. 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.
  • C. Interstate 691
    Interstate 691 is an auxiliary Interstate Highway in central Connecticut that connects Interstate 91 in Meriden to Interstate 84 near Waterbury, serving as a key east–west commuter route.
  • D. Interstate 291
    Interstate 291 is a short auxiliary Interstate Highway in Massachusetts that connects Interstate 91 in Springfield to Interstate 90 (the Massachusetts Turnpike) near Chicopee.
  • E. Interstate 684
    Interstate 684 is a north–south auxiliary Interstate Highway in southeastern New York that connects Interstate 84 near Brewster to Interstate 287 and the Hutchinson River Parkway near White Plains, serving as a major commuter route through Westchester County.
  • 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_69ab495622948190bc6bc6e4cddaf645 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc950516c8190989591673de6b1f7 completed March 7, 2026, 6:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0a299648190a55e9f2c47bd307f completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef9d831bc8190a71ab921d0f0e919 completed March 9, 2026, 4:48 p.m.
NED2 Entity disambiguation (via description) batch_69aefa3c36708190b8eb3f1d64ca0c42 completed March 9, 2026, 4:50 p.m.
Created at: March 6, 2026, 9:42 p.m.