Triple

T17493214
Position Surface form Disambiguated ID Type / Status
Subject M-21 (Michigan highway) E425978 entity
Predicate hasJunctionWith P1018 FINISHED
Object US Highway 131 in Michigan
US Highway 131 in Michigan is a major north–south U.S. highway running through western Michigan, connecting the Indiana state line to the Petoskey area and serving cities such as Kalamazoo and Grand Rapids.
E605185 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: US Highway 131 in Michigan | Statement: [M-21 (Michigan highway), hasJunctionWith, US Highway 131 in Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US Highway 131 in Michigan
Context triple: [M-21 (Michigan highway), hasJunctionWith, US Highway 131 in Michigan]
  • A. US Highway 127 in Michigan
    US Highway 127 in Michigan is a major north–south U.S. highway running through the center of the state, connecting communities from the Ohio state line up toward northern Lower Michigan.
  • B. 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.
  • C. US-131 near Big Rapids, Michigan
    US-131 near Big Rapids, Michigan is a major north–south freeway in western Michigan that serves as a key regional route connecting Big Rapids with other parts of the state.
  • D. U.S. Route 23 in Michigan
    U.S. Route 23 in Michigan is a major north–south highway that runs along the state's eastern side, connecting Ohio to the Straits of Mackinac and serving key communities along Lake Huron.
  • E. 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.
  • 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: US Highway 131 in Michigan
Triple: [M-21 (Michigan highway), hasJunctionWith, US Highway 131 in Michigan]
Generated description
US Highway 131 in Michigan is a major north–south U.S. highway running through western Michigan, connecting the Indiana state line to the Petoskey area and serving cities such as Kalamazoo and Grand Rapids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US Highway 131 in Michigan
Target entity description: US Highway 131 in Michigan is a major north–south U.S. highway running through western Michigan, connecting the Indiana state line to the Petoskey area and serving cities such as Kalamazoo and Grand Rapids.
  • A. US Highway 127 in Michigan
    US Highway 127 in Michigan is a major north–south U.S. highway running through the center of the state, connecting communities from the Ohio state line up toward northern Lower Michigan.
  • B. 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.
  • C. US-131 near Big Rapids, Michigan chosen
    US-131 near Big Rapids, Michigan is a major north–south freeway in western Michigan that serves as a key regional route connecting Big Rapids with other parts of the state.
  • D. U.S. Route 23 in Michigan
    U.S. Route 23 in Michigan is a major north–south highway that runs along the state's eastern side, connecting Ohio to the Straits of Mackinac and serving key communities along Lake Huron.
  • E. 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.
  • F. None of above.

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_69d889dccf7481909264a1844a2e9100 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451d6bd548190b4c6fae27c2a9ae8 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c937b0948190bb574a497b61d8eb completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01c9e00bcc8190b81bb15b210f05c0 completed May 11, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_6a01ca88ec5081908dec247a3bea698e completed May 11, 2026, 12:24 p.m.
Created at: April 10, 2026, 5:48 a.m.