Triple

T19610251
Position Surface form Disambiguated ID Type / Status
Subject Minnesota state trunk highway system E470710 entity
Predicate hasNotableRoute P13417 FINISHED
Object 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.
 E1386535 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. Highway 52 in Minnesota | Statement: [Minnesota state trunk highway system, hasNotableRoute, U.S. Highway 52 in Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Highway 52 in Minnesota
Context triple: [Minnesota state trunk highway system, hasNotableRoute, U.S. Highway 52 in Minnesota]
  • A. Minnesota State Highway 52
    Minnesota State Highway 52 is a state highway in Minnesota that serves as a major north–south transportation corridor connecting rural communities and larger urban centers.
  • B. Minnesota State Highway 55
    Minnesota State Highway 55 is a major east–west state highway in Minnesota that connects rural communities with the Twin Cities metropolitan area, including downtown Minneapolis.
  • C. Minnesota State Highway 5
    Minnesota State Highway 5 is a major east–west state highway in Minnesota that connects several key suburbs and landmarks in the Twin Cities metropolitan area, including Minneapolis–Saint Paul International Airport and the Mall of America.
  • D. Minnesota State Highway 59
    Minnesota State Highway 59 is a north–south state highway in western Minnesota that connects several rural communities and regional centers.
  • E. Minnesota State Highway
    Minnesota State Highway is a system of state-maintained roads in Minnesota that connects cities, towns, and regions across the state, complementing the federal and local road networks.
  • 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. Highway 52 in Minnesota
Triple: [Minnesota state trunk highway system, hasNotableRoute, U.S. Highway 52 in Minnesota]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Highway 52 in Minnesota
Target entity description: 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.
  • A. Minnesota State Highway 52
    Minnesota State Highway 52 is a state highway in Minnesota that serves as a major north–south transportation corridor connecting rural communities and larger urban centers.
  • B. Minnesota State Highway 55
    Minnesota State Highway 55 is a major east–west state highway in Minnesota that connects rural communities with the Twin Cities metropolitan area, including downtown Minneapolis.
  • C. Minnesota State Highway 5
    Minnesota State Highway 5 is a major east–west state highway in Minnesota that connects several key suburbs and landmarks in the Twin Cities metropolitan area, including Minneapolis–Saint Paul International Airport and the Mall of America.
  • D. Minnesota State Highway 59
    Minnesota State Highway 59 is a north–south state highway in western Minnesota that connects several rural communities and regional centers.
  • E. Minnesota State Highway
    Minnesota State Highway is a system of state-maintained roads in Minnesota that connects cities, towns, and regions across the state, complementing the federal and local road networks.
  • 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640ca57a081909c05000fca52271f completed April 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771afb2708190b46a002a5c4c4252 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a07736d8990819081b3ba34f1d3600e completed May 15, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0773f9f8148190822ed74d83fdac97 completed May 15, 2026, 7:28 p.m.
Created at: April 10, 2026, 1:43 p.m.