Triple

T22795158
Position Surface form Disambiguated ID Type / Status
Subject Charlevoix, Michigan E564220 entity
Predicate transportRoute P3034 FINISHED
Object Michigan Highway 32
Michigan Highway 32 is a state trunkline highway in northern Michigan that runs east–west across the Lower Peninsula, connecting several communities and serving as a regional route for local and tourist traffic.
E1555996 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: Michigan Highway 32 | Statement: [Charlevoix, Michigan, transportRoute, Michigan Highway 32]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michigan Highway 32
Context triple: [Charlevoix, Michigan, transportRoute, Michigan Highway 32]
  • A. Michigan Highway 31
    Michigan Highway 31 is a major north–south state trunkline in Michigan that runs along much of the state’s western side, connecting numerous communities and serving as a key regional transportation route.
  • B. Michigan Highway 37
    Michigan Highway 37 is a north–south state trunkline in Michigan that runs through the northwestern Lower Peninsula, connecting Grand Rapids to the Traverse City area.
  • C. Michigan State Highway 35
    Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
  • D. Michigan Highway 28
    Michigan Highway 28 is a major east–west state trunkline in Michigan’s Upper Peninsula that connects numerous communities and serves as a key regional transportation route.
  • E. Michigan State Highway 40
    Michigan State Highway 40 is a state trunkline route in Michigan that serves as a regional connector in the western part of the state, linking communities and facilitating access to larger highways and local destinations.
  • 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: Michigan Highway 32
Triple: [Charlevoix, Michigan, transportRoute, Michigan Highway 32]
Generated description
Michigan Highway 32 is a state trunkline highway in northern Michigan that runs east–west across the Lower Peninsula, connecting several communities and serving as a regional route for local and tourist traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michigan Highway 32
Target entity description: Michigan Highway 32 is a state trunkline highway in northern Michigan that runs east–west across the Lower Peninsula, connecting several communities and serving as a regional route for local and tourist traffic.
  • A. Michigan Highway 31
    Michigan Highway 31 is a major north–south state trunkline in Michigan that runs along much of the state’s western side, connecting numerous communities and serving as a key regional transportation route.
  • B. Michigan Highway 37
    Michigan Highway 37 is a north–south state trunkline in Michigan that runs through the northwestern Lower Peninsula, connecting Grand Rapids to the Traverse City area.
  • C. Michigan State Highway 35
    Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
  • D. Michigan Highway 28
    Michigan Highway 28 is a major east–west state trunkline in Michigan’s Upper Peninsula that connects numerous communities and serves as a key regional transportation route.
  • E. Michigan State Highway 40
    Michigan State Highway 40 is a state trunkline route in Michigan that serves as a regional connector in the western part of the state, linking communities and facilitating access to larger highways and local destinations.
  • 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_69e2458185f88190b0045227ee420411 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17cd8e0c4819086da0488bea56a34 completed April 29, 2026, 3:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e93d1588190a221906ce5a4d834 completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0ba2ab22848190a11ebb3514d416f4 completed May 18, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba33d87248190ad15c4c72c671fec completed May 18, 2026, 11:39 p.m.
Created at: April 17, 2026, 3:30 p.m.