Triple

T20558301
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Minnesota E504777 entity
Predicate includesRoute P4374 FINISHED
Object U.S. Route 218 in Minnesota
U.S. Route 218 in Minnesota is a former segment of the federal U.S. Highway System that once ran through southern Minnesota, connecting local communities to the broader regional highway network.
 E1442054 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 218 in Minnesota | Statement: [U.S. Highways in Minnesota, includesRoute, U.S. Route 218 in Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 218 in Minnesota
Context triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 218 in Minnesota]
  • A. U.S. Route 212 in Minnesota
    U.S. Route 212 in Minnesota is a major east–west federal highway that connects rural western parts of the state with the Twin Cities metropolitan area.
  • 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. Route 169 in Minnesota
    U.S. Route 169 in Minnesota is a major north–south highway that connects the Minneapolis–Saint Paul metropolitan area with communities in central and northern Minnesota, serving as an important regional transportation corridor.
  • D. 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.
  • 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 218 in Minnesota
Triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 218 in Minnesota]
Generated description
U.S. Route 218 in Minnesota is a former segment of the federal U.S. Highway System that once ran through southern Minnesota, connecting local communities to the broader regional highway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 218 in Minnesota
Target entity description: U.S. Route 218 in Minnesota is a former segment of the federal U.S. Highway System that once ran through southern Minnesota, connecting local communities to the broader regional highway network.
  • A. U.S. Route 212 in Minnesota
    U.S. Route 212 in Minnesota is a major east–west federal highway that connects rural western parts of the state with the Twin Cities metropolitan area.
  • 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. Route 169 in Minnesota
    U.S. Route 169 in Minnesota is a major north–south highway that connects the Minneapolis–Saint Paul metropolitan area with communities in central and northern Minnesota, serving as an important regional transportation corridor.
  • D. 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.
  • 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_6a08c577589c819098e1a5628dc3f51b completed May 16, 2026, 7:28 p.m.
NEDg Description generation batch_6a08c61afe688190bb6f755386e3df18 completed May 16, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_6a08c6d846608190a1412b521b487ae7 completed May 16, 2026, 7:34 p.m.
Created at: April 16, 2026, 11:38 a.m.