Triple

T19175051
Position Surface form Disambiguated ID Type / Status
Subject Martin County, Minnesota E469416 entity
Predicate hasMajorHighway P385 FINISHED
Object Minnesota State Highway 4
Minnesota State Highway 4 is a north–south state highway in Minnesota that runs through several counties in the south-central part of the state, connecting small towns and rural areas.
 E1385439 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: Minnesota State Highway 4 | Statement: [Martin County, Minnesota, hasMajorHighway, Minnesota State Highway 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minnesota State Highway 4
Context triple: [Martin County, Minnesota, hasMajorHighway, Minnesota State Highway 4]
  • A. Minnesota State Highway 43
    Minnesota State Highway 43 is a state highway in southeastern Minnesota that runs north–south, connecting the city of Winona on the Mississippi River with communities such as Rushford and Mabel.
  • B. Minnesota State Highway 44
    Minnesota State Highway 44 is a state highway in southeastern Minnesota that runs through rural communities and scenic bluff country, connecting local towns and providing access to regional routes.
  • C. Minnesota State Highway 47
    Minnesota State Highway 47 is a north–south state highway in Minnesota that connects the Minneapolis–Saint Paul metropolitan area with several northern communities.
  • D. Minnesota State Highway 42
    Minnesota State Highway 42 is a state highway in southeastern Minnesota that runs generally north–south, connecting several small communities and rural areas between the U.S. Highway 52 corridor and the Mississippi River region.
  • E. Minnesota State Highway 45
    Minnesota State Highway 45 is a short north–south state highway in northeastern Minnesota that serves as a connector route through the city of Cloquet and surrounding Carlton County.
  • 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: Minnesota State Highway 4
Triple: [Martin County, Minnesota, hasMajorHighway, Minnesota State Highway 4]
Generated description
Minnesota State Highway 4 is a north–south state highway in Minnesota that runs through several counties in the south-central part of the state, connecting small towns and rural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minnesota State Highway 4
Target entity description: Minnesota State Highway 4 is a north–south state highway in Minnesota that runs through several counties in the south-central part of the state, connecting small towns and rural areas.
  • A. Minnesota State Highway 43
    Minnesota State Highway 43 is a state highway in southeastern Minnesota that runs north–south, connecting the city of Winona on the Mississippi River with communities such as Rushford and Mabel.
  • B. Minnesota State Highway 44
    Minnesota State Highway 44 is a state highway in southeastern Minnesota that runs through rural communities and scenic bluff country, connecting local towns and providing access to regional routes.
  • C. Minnesota State Highway 47
    Minnesota State Highway 47 is a north–south state highway in Minnesota that connects the Minneapolis–Saint Paul metropolitan area with several northern communities.
  • D. Minnesota State Highway 42
    Minnesota State Highway 42 is a state highway in southeastern Minnesota that runs generally north–south, connecting several small communities and rural areas between the U.S. Highway 52 corridor and the Mississippi River region.
  • E. Minnesota State Highway 45
    Minnesota State Highway 45 is a short north–south state highway in northeastern Minnesota that serves as a connector route through the city of Cloquet and surrounding Carlton County.
  • 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_69d8dd09d5a081909ae43c286651ae5a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f166d3888190adaf6dc8531a8ed1 completed April 20, 2026, 9:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a075ef474d48190a781d81f02ec4886 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a076088e1008190bc21398053607d24 completed May 15, 2026, 6:06 p.m.
NED2 Entity disambiguation (via description) batch_6a0760e165b88190bf8d7712b073cdd8 completed May 15, 2026, 6:07 p.m.
Created at: April 10, 2026, 12:06 p.m.