Triple

T6275222
Position Surface form Disambiguated ID Type / Status
Subject Cadillac, Michigan E140638 entity
Predicate hasMajorHighway P385 FINISHED
Object Michigan State Highway 115
Michigan State Highway 115 is a state trunkline highway in Michigan that runs through the northwestern Lower Peninsula, connecting several rural communities and serving as a regional route near Cadillac.
 E587018 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 State Highway 115 | Statement: [Cadillac, Michigan, hasMajorHighway, Michigan State Highway 115]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michigan State Highway 115
Context triple: [Cadillac, Michigan, hasMajorHighway, Michigan State Highway 115]
  • A. 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.
  • B. Michigan State Highway 196
    Michigan State Highway 196 is a state trunkline route in western Michigan that serves as a key connector between the city of Holland and other regional destinations.
  • C. 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.
  • D. Michigan State Highway 50
    Michigan State Highway 50 is a state trunkline highway in southern Michigan that serves as an important east–west route connecting communities in and around Jackson.
  • E. 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.
  • 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 State Highway 115
Triple: [Cadillac, Michigan, hasMajorHighway, Michigan State Highway 115]
Generated description
Michigan State Highway 115 is a state trunkline highway in Michigan that runs through the northwestern Lower Peninsula, connecting several rural communities and serving as a regional route near Cadillac.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michigan State Highway 115
Target entity description: Michigan State Highway 115 is a state trunkline highway in Michigan that runs through the northwestern Lower Peninsula, connecting several rural communities and serving as a regional route near Cadillac.
  • A. 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.
  • B. Michigan State Highway 196
    Michigan State Highway 196 is a state trunkline route in western Michigan that serves as a key connector between the city of Holland and other regional destinations.
  • C. 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.
  • D. Michigan State Highway 50
    Michigan State Highway 50 is a state trunkline highway in southern Michigan that serves as an important east–west route connecting communities in and around Jackson.
  • E. 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.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063c170bc8190933e2fd5c9fef783 completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c603f29b8c81909636526a35547107 completed March 27, 2026, 4:13 a.m.
NEDg Description generation batch_69c604c46cb88190a38b597d38aab4ab completed March 27, 2026, 4:17 a.m.
NED2 Entity disambiguation (via description) batch_69c605222f548190a4219aa431a212ed completed March 27, 2026, 4:18 a.m.
Created at: March 22, 2026, 4:25 p.m.