Triple

T20558302
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Minnesota E504777 entity
Predicate includesRoute P4374 FINISHED
Object 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.
E1437616 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 8 in Minnesota | Statement: [U.S. Highways in Minnesota, includesRoute, U.S. Route 8 in Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 8 in Minnesota
Context triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 8 in Minnesota]
  • A. 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.
  • B. 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.
  • 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. Highway 61 in Minnesota
    U.S. Highway 61 in Minnesota is a major north–south route that follows the Mississippi River and Lake Superior, connecting the Twin Cities to numerous historic river towns and scenic North Shore communities.
  • E. U.S. Route 2 in Wisconsin
    U.S. Route 2 in Wisconsin is a major east–west U.S. Highway traversing the northern part of the state, connecting communities near Lake Superior and linking Wisconsin to neighboring states.
  • 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 8 in Minnesota
Triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 8 in Minnesota]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 8 in Minnesota
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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. Highway 61 in Minnesota
    U.S. Highway 61 in Minnesota is a major north–south route that follows the Mississippi River and Lake Superior, connecting the Twin Cities to numerous historic river towns and scenic North Shore communities.
  • E. U.S. Route 2 in Wisconsin
    U.S. Route 2 in Wisconsin is a major east–west U.S. Highway traversing the northern part of the state, connecting communities near Lake Superior and linking Wisconsin to neighboring states.
  • 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_6a08a5796df48190b96841c94a6311c0 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a68c08dc8190a09854800df82686 completed May 16, 2026, 5:17 p.m.
NED2 Entity disambiguation (via description) batch_6a08a7331cc88190a9ed6056e5743e69 completed May 16, 2026, 5:19 p.m.
Created at: April 16, 2026, 11:38 a.m.