Triple

T18964690
Position Surface form Disambiguated ID Type / Status
Subject Vermontville, Michigan E464002 entity
Predicate transportationRouteNearby P49834 FINISHED
Object M-79 (Michigan highway)
M-79 is a state trunkline highway in Michigan that serves as a regional connector route in the south-central part of the state.
 E1352260 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-79 (Michigan highway) | Statement: [Vermontville, Michigan, transportationRouteNearby, M-79 (Michigan highway)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M-79 (Michigan highway)
Context triple: [Vermontville, Michigan, transportationRouteNearby, M-79 (Michigan highway)]
  • A. M-77 (Michigan highway)
    M-77 is a north–south state trunkline highway in Michigan’s Upper Peninsula that runs through remote forested areas to the Lake Superior shore.
  • B. M-96 (Michigan highway)
    M-96 is a state trunkline highway in Michigan that runs through southwestern parts of the state, including Kalamazoo County, serving as a regional connector route.
  • C. M-95 (Michigan highway)
    M-95 is a north–south state trunkline highway in Michigan’s Upper Peninsula that connects the Republic area with other regional communities and major routes.
  • D. M-93 (Michigan highway)
    M-93 is a state trunkline highway in Michigan that serves as the primary access route to Hartwick Pines State Park and nearby recreational areas in the northern Lower Peninsula.
  • E. M-1 (Michigan highway)
    M-1 is a state trunkline highway in Michigan that follows historic Woodward Avenue, a major thoroughfare running from downtown Detroit through its northern suburbs.
  • 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-79 (Michigan highway)
Triple: [Vermontville, Michigan, transportationRouteNearby, M-79 (Michigan highway)]
Generated description
M-79 is a state trunkline highway in Michigan that serves as a regional connector route in the south-central part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M-79 (Michigan highway)
Target entity description: M-79 is a state trunkline highway in Michigan that serves as a regional connector route in the south-central part of the state.
  • A. M-77 (Michigan highway)
    M-77 is a north–south state trunkline highway in Michigan’s Upper Peninsula that runs through remote forested areas to the Lake Superior shore.
  • B. M-96 (Michigan highway)
    M-96 is a state trunkline highway in Michigan that runs through southwestern parts of the state, including Kalamazoo County, serving as a regional connector route.
  • C. M-95 (Michigan highway)
    M-95 is a north–south state trunkline highway in Michigan’s Upper Peninsula that connects the Republic area with other regional communities and major routes.
  • D. M-93 (Michigan highway)
    M-93 is a state trunkline highway in Michigan that serves as the primary access route to Hartwick Pines State Park and nearby recreational areas in the northern Lower Peninsula.
  • E. M-1 (Michigan highway)
    M-1 is a state trunkline highway in Michigan that follows historic Woodward Avenue, a major thoroughfare running from downtown Detroit through its northern suburbs.
  • 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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d5d5365881909dcbb4988d273b24 completed April 20, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad351160819090f58e19670cc69c completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05aedf05c4819096ac6a61ada4b310 completed May 14, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05afe523208190a97142cd8e3b887b completed May 14, 2026, 11:20 a.m.
Created at: April 10, 2026, noon