Triple

T17493268
Position Surface form Disambiguated ID Type / Status
Subject M-44 (Michigan highway) E425980 entity
Predicate hasJunctionWith P1018 FINISHED
Object M-91 (Michigan highway)
M-91 is a north–south state trunkline highway in western Michigan that connects rural communities between the city of Greenville and the area near Lake Michigan.
E1271572 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: M-91 (Michigan highway) | Statement: [M-44 (Michigan highway), hasJunctionWith, M-91 (Michigan highway)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-91 (Michigan highway)
Context triple: [M-44 (Michigan highway), hasJunctionWith, M-91 (Michigan highway)]
  • A. M-93 (Michigan highway)
    M-93 is a state trunkline highway in Michigan that serves as the primary access route to Hartwick Pines State Park and nearby recreational areas in the northern Lower Peninsula.
  • B. M-96 (Michigan highway)
    M-96 is a state trunkline highway in Michigan that runs through southwestern parts of the state, including Kalamazoo County, serving as a regional connector route.
  • C. M-95 (Michigan highway)
    M-95 is a north–south state trunkline highway in Michigan’s Upper Peninsula that connects the Republic area with other regional communities and major routes.
  • D. M-94 (Michigan highway)
    M-94 is a state trunkline highway in Michigan’s Upper Peninsula that runs through rural forests and small communities, including areas of Alger County.
  • E. M-89 (Michigan highway)
    M-89 is an east–west state trunkline highway in southwestern Michigan that connects several small communities between the Allegan and Battle Creek areas, including a segment through Kalamazoo County.
  • 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: M-91 (Michigan highway)
Triple: [M-44 (Michigan highway), hasJunctionWith, M-91 (Michigan highway)]
Generated description
M-91 is a north–south state trunkline highway in western Michigan that connects rural communities between the city of Greenville and the area near Lake Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-91 (Michigan highway)
Target entity description: M-91 is a north–south state trunkline highway in western Michigan that connects rural communities between the city of Greenville and the area near Lake Michigan.
  • A. M-93 (Michigan highway)
    M-93 is a state trunkline highway in Michigan that serves as the primary access route to Hartwick Pines State Park and nearby recreational areas in the northern Lower Peninsula.
  • B. M-96 (Michigan highway)
    M-96 is a state trunkline highway in Michigan that runs through southwestern parts of the state, including Kalamazoo County, serving as a regional connector route.
  • C. M-95 (Michigan highway)
    M-95 is a north–south state trunkline highway in Michigan’s Upper Peninsula that connects the Republic area with other regional communities and major routes.
  • D. M-94 (Michigan highway)
    M-94 is a state trunkline highway in Michigan’s Upper Peninsula that runs through rural forests and small communities, including areas of Alger County.
  • E. M-89 (Michigan highway)
    M-89 is an east–west state trunkline highway in southwestern Michigan that connects several small communities between the Allegan and Battle Creek areas, including a segment through Kalamazoo County.
  • 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_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_6a01c202b7c48190bb2d58a77c8eca80 completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c2aa19408190840547b60786cc18 completed May 11, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_6a01c35d05388190ade7044202781e20 completed May 11, 2026, 11:54 a.m.
Created at: April 10, 2026, 5:48 a.m.