Triple

T11102280
Position Surface form Disambiguated ID Type / Status
Subject Chums Corner, Michigan E262540 entity
Predicate transportJunctionOf P36754 FINISHED
Object 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.
 E935141 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 31 | Statement: [Chums Corner, Michigan, transportJunctionOf, Michigan Highway 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michigan Highway 31
Context triple: [Chums Corner, Michigan, transportJunctionOf, Michigan Highway 31]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Michigan State Highway 106
    Michigan State Highway 106 is a state trunkline route in Michigan that primarily serves the Jackson County area, connecting local communities and providing regional access.
  • E. Michigan State Highway 55
    Michigan State Highway 55 is an east–west state trunkline highway in Michigan’s Lower Peninsula that connects several communities, including passing through Cadillac.
  • 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 31
Triple: [Chums Corner, Michigan, transportJunctionOf, Michigan Highway 31]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michigan Highway 31
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Michigan State Highway 106
    Michigan State Highway 106 is a state trunkline route in Michigan that primarily serves the Jackson County area, connecting local communities and providing regional access.
  • E. Michigan State Highway 55
    Michigan State Highway 55 is an east–west state trunkline highway in Michigan’s Lower Peninsula that connects several communities, including passing through Cadillac.
  • 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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a2c30a481908c45020c37caebe4 completed April 9, 2026, 12:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69e712e6288481908071e248a50209e0 completed April 21, 2026, 6:02 a.m.
NEDg Description generation batch_69e720f4015c81909ba7973c3e781985 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e75a7a04c88190bb8f3dd3f3e435ef completed April 21, 2026, 11:07 a.m.
Created at: April 8, 2026, 9:27 p.m.