Triple

T20558294
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Minnesota E504777 entity
Predicate includesRoute P4374 FINISHED
Object U.S. Route 59 in Minnesota
U.S. Route 59 in Minnesota is a north–south United States highway that traverses western Minnesota, connecting rural communities and serving as a regional transportation corridor.
 E1437614 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 59 in Minnesota | Statement: [U.S. Highways in Minnesota, includesRoute, U.S. Route 59 in Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 59 in Minnesota
Context triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 59 in Minnesota]
  • A. U.S. Route 59 in Iowa
    U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
  • B. 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.
  • C. 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.
  • D. U.S. Route 59 in Missouri
    U.S. Route 59 in Missouri is a north–south U.S. Highway that runs through the western part of the state, connecting rural communities and regional centers as part of a larger multistate route from Texas to Minnesota.
  • E. 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.
  • 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 59 in Minnesota
Triple: [U.S. Highways in Minnesota, includesRoute, U.S. Route 59 in Minnesota]
Generated description
U.S. Route 59 in Minnesota is a north–south United States highway that traverses western Minnesota, connecting rural communities and serving as a regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 59 in Minnesota
Target entity description: U.S. Route 59 in Minnesota is a north–south United States highway that traverses western Minnesota, connecting rural communities and serving as a regional transportation corridor.
  • A. U.S. Route 59 in Iowa
    U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
  • B. 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.
  • C. 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.
  • D. U.S. Route 59 in Missouri
    U.S. Route 59 in Missouri is a north–south U.S. Highway that runs through the western part of the state, connecting rural communities and regional centers as part of a larger multistate route from Texas to Minnesota.
  • E. 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.
  • 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.