Triple

T20558290
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Minnesota E504777 entity
Predicate includesRoute P4374 FINISHED
Object U.S. Route 12 in Minnesota
U.S. Route 12 in Minnesota is a major east–west federal highway segment that traverses the southern part of the state, connecting rural communities with the Twin Cities metropolitan area and continuing toward neighboring states.
 E1439036 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: U.S. Route 12 in Minnesota | Statement: [U.S. Highways in Minnesota, includesRoute, U.S. Route 12 in Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 12 in Minnesota
Context triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 12 in Minnesota]
  • A. U.S. Route 10 in Minnesota
    U.S. Route 10 in Minnesota is a major east–west U.S. Highway that connects the Fargo–Moorhead area to the Twin Cities region, serving several key communities across central Minnesota.
  • B. U.S. Route 2 in Minnesota
    U.S. Route 2 in Minnesota is a major east–west U.S. Highway crossing northern Minnesota, connecting North Dakota to Wisconsin while serving key regional cities and transportation corridors.
  • C. U.S. Highway 52 in Minnesota
    U.S. Highway 52 in Minnesota is a major north–south corridor connecting the Twin Cities with Rochester and southeastern Minnesota, serving as an important route for regional travel and commerce.
  • D. U.S. Route 12 in North Dakota
    U.S. Route 12 in North Dakota is an east–west U.S. Highway crossing the state’s southwestern region, connecting rural communities and linking Montana to South Dakota.
  • E. U.S. Route 8 in Minnesota
    U.S. Route 8 in Minnesota is a short east–west U.S. Highway segment in eastern Minnesota that connects the Twin Cities area to the Wisconsin state line.
  • 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: U.S. Route 12 in Minnesota
Triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 12 in Minnesota]
Generated description
U.S. Route 12 in Minnesota is a major east–west federal highway segment that traverses the southern part of the state, connecting rural communities with the Twin Cities metropolitan area and continuing toward neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 12 in Minnesota
Target entity description: U.S. Route 12 in Minnesota is a major east–west federal highway segment that traverses the southern part of the state, connecting rural communities with the Twin Cities metropolitan area and continuing toward neighboring states.
  • A. U.S. Route 10 in Minnesota
    U.S. Route 10 in Minnesota is a major east–west U.S. Highway that connects the Fargo–Moorhead area to the Twin Cities region, serving several key communities across central Minnesota.
  • B. U.S. Route 2 in Minnesota
    U.S. Route 2 in Minnesota is a major east–west U.S. Highway crossing northern Minnesota, connecting North Dakota to Wisconsin while serving key regional cities and transportation corridors.
  • C. U.S. Highway 52 in Minnesota
    U.S. Highway 52 in Minnesota is a major north–south corridor connecting the Twin Cities with Rochester and southeastern Minnesota, serving as an important route for regional travel and commerce.
  • D. U.S. Route 12 in North Dakota
    U.S. Route 12 in North Dakota is an east–west U.S. Highway crossing the state’s southwestern region, connecting rural communities and linking Montana to South Dakota.
  • E. U.S. Route 8 in Minnesota
    U.S. Route 8 in Minnesota is a short east–west U.S. Highway segment in eastern Minnesota that connects the Twin Cities area to the Wisconsin state line.
  • 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_69e0b4b6587c8190aee63dc7cff244ea completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5df84088190848c7eb35564d8f9 completed April 20, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08acd907088190b1c261267381c3b8 completed May 16, 2026, 5:43 p.m.
NEDg Description generation batch_6a08ae5320d08190b8ce6fbe4909af18 completed May 16, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_6a08aed4a9908190bf7bd5f0147ff6f2 completed May 16, 2026, 5:52 p.m.
Created at: April 16, 2026, 11:38 a.m.