Triple

T10674210
Position Surface form Disambiguated ID Type / Status
Subject I-94 E251570 entity
Predicate hasAuxiliaryRoute P6117 FINISHED
Object I-194 (Michigan)
I-194 (Michigan) is a short auxiliary Interstate highway in Battle Creek that connects downtown with I-94.
 E879607 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: I-194 (Michigan) | Statement: [I-94, hasAuxiliaryRoute, I-194 (Michigan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I-194 (Michigan)
Context triple: [I-94, hasAuxiliaryRoute, I-194 (Michigan)]
  • A. 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.
  • B. Au Train, Michigan
    Au Train, Michigan is a small unincorporated community and popular outdoor recreation area on Lake Superior in Michigan’s Upper Peninsula.
  • C. 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.
  • D. Michigan State Highway M-32
    Michigan State Highway M-32 is an east–west state trunkline highway in northern Michigan that connects several communities across the northern Lower Peninsula.
  • E. McBride, Michigan
    McBride, Michigan is a small rural village located within Montcalm County in the central Lower Peninsula of Michigan.
  • 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: I-194 (Michigan)
Triple: [I-94, hasAuxiliaryRoute, I-194 (Michigan)]
Generated description
I-194 (Michigan) is a short auxiliary Interstate highway in Battle Creek that connects downtown with I-94.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I-194 (Michigan)
Target entity description: I-194 (Michigan) is a short auxiliary Interstate highway in Battle Creek that connects downtown with I-94.
  • A. 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.
  • B. Au Train, Michigan
    Au Train, Michigan is a small unincorporated community and popular outdoor recreation area on Lake Superior in Michigan’s Upper Peninsula.
  • C. 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.
  • D. Michigan State Highway M-32
    Michigan State Highway M-32 is an east–west state trunkline highway in northern Michigan that connects several communities across the northern Lower Peninsula.
  • E. McBride, Michigan
    McBride, Michigan is a small rural village located within Montcalm County in the central Lower Peninsula of Michigan.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fb9299708190a0a3818f2e4e9bf5 completed April 9, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d98876222c8190be638bdfa3ce4ceb completed April 10, 2026, 11:32 p.m.
NEDg Description generation batch_69d98ae8403c81908a229aa06bd0388a completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98ce9ba0c8190a7c62fa670e23705 completed April 10, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:09 p.m.