Triple

T12239309
Position Surface form Disambiguated ID Type / Status
Subject Clare County, Michigan E291684 entity
Predicate hasHighway P385 FINISHED
Object M-18 (Michigan highway)
M-18 is a north–south state trunkline highway in Michigan that runs through the central part of the Lower Peninsula, connecting several rural communities and recreational areas.
E970933 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: M-18 (Michigan highway) | Statement: [Clare County, Michigan, hasHighway, M-18 (Michigan highway)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-18 (Michigan highway)
Context triple: [Clare County, Michigan, hasHighway, M-18 (Michigan highway)]
  • A. M-183 (Michigan highway)
    M-183 is a state trunkline highway in Michigan’s Upper Peninsula that runs south from US Highway 2 to provide access to the Garden Peninsula and Fayette Historic State Park along Big Bay de Noc.
  • B. M-44 (Michigan highway)
    M-44 is a state trunkline highway in western Michigan that serves as a key commuter and commercial route connecting Grand Rapids with its northeastern suburbs and surrounding communities.
  • C. M-14 (Michigan highway)
    M-14 is a major east–west state highway in southeastern Michigan that connects Ann Arbor with the western suburbs of Detroit and serves as an important commuter and regional traffic route.
  • D. M-11 (Michigan highway)
    M-11 is an east–west state trunkline highway in western Michigan that serves the Grand Rapids metropolitan area.
  • E. Michigan State Highway M-28
    Michigan State Highway M-28 is a major east–west state trunkline highway that spans Michigan’s Upper Peninsula, connecting numerous rural communities and serving as a key regional transportation corridor.
  • 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: M-18 (Michigan highway)
Triple: [Clare County, Michigan, hasHighway, M-18 (Michigan highway)]
Generated description
M-18 is a north–south state trunkline highway in Michigan that runs through the central part of the Lower Peninsula, connecting several rural communities and recreational areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-18 (Michigan highway)
Target entity description: M-18 is a north–south state trunkline highway in Michigan that runs through the central part of the Lower Peninsula, connecting several rural communities and recreational areas.
  • A. M-183 (Michigan highway)
    M-183 is a state trunkline highway in Michigan’s Upper Peninsula that runs south from US Highway 2 to provide access to the Garden Peninsula and Fayette Historic State Park along Big Bay de Noc.
  • B. M-44 (Michigan highway)
    M-44 is a state trunkline highway in western Michigan that serves as a key commuter and commercial route connecting Grand Rapids with its northeastern suburbs and surrounding communities.
  • C. M-14 (Michigan highway)
    M-14 is a major east–west state highway in southeastern Michigan that connects Ann Arbor with the western suburbs of Detroit and serves as an important commuter and regional traffic route.
  • D. M-11 (Michigan highway)
    M-11 is an east–west state trunkline highway in western Michigan that serves the Grand Rapids metropolitan area.
  • E. Michigan State Highway M-28
    Michigan State Highway M-28 is a major east–west state trunkline highway that spans Michigan’s Upper Peninsula, connecting numerous rural communities and serving as a key regional transportation corridor.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cb45340819093365f8efdf85f75 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ab3ae2481908f65d8ac61a6b2e4 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdd8d508190813178ff4c77afcf completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c67c680819087630d190d0a008f completed May 2, 2026, 2:38 p.m.
Created at: April 8, 2026, 9:51 p.m.