Triple

T14313627
Position Surface form Disambiguated ID Type / Status
Subject Shakopee, Minnesota E354896 entity
Predicate transportation P230 FINISHED
Object Minnesota State Highway 101
Minnesota State Highway 101 is a state highway in the Twin Cities metropolitan area of Minnesota that serves as a key north–south route connecting communities such as Shakopee with major regional roadways.
 E1166738 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 101 | Statement: [Shakopee, Minnesota, transportation, Minnesota State Highway 101]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minnesota State Highway 101
Context triple: [Shakopee, Minnesota, transportation, Minnesota State Highway 101]
  • A. Minnesota State Highway 105
    Minnesota State Highway 105 is a short north–south state highway in southeastern Minnesota that connects rural areas along the Iowa border to the city of Austin.
  • B. Minnesota State Highway 100
    Minnesota State Highway 100 is a major north–south freeway in the Minneapolis–Saint Paul metropolitan area known for serving western suburbs and historically featuring the landscaped "Lilac Way" segment.
  • C. Minnesota State Highway 110
    Minnesota State Highway 110 is a short east–west state highway in the Twin Cities area of Minnesota that serves as a key connector between several major routes in the southern suburbs of St. Paul.
  • D. Minnesota State Highway 11
    Minnesota State Highway 11 is an east–west state highway in northern Minnesota that runs along the Canadian border, connecting several small communities and serving as a key regional transportation route.
  • E. Minnesota State Highway 15
    Minnesota State Highway 15 is a major north–south state highway in Minnesota that connects several central and southern communities and serves as an important regional transportation corridor.
  • 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 101
Triple: [Shakopee, Minnesota, transportation, Minnesota State Highway 101]
Generated description
Minnesota State Highway 101 is a state highway in the Twin Cities metropolitan area of Minnesota that serves as a key north–south route connecting communities such as Shakopee with major regional roadways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minnesota State Highway 101
Target entity description: Minnesota State Highway 101 is a state highway in the Twin Cities metropolitan area of Minnesota that serves as a key north–south route connecting communities such as Shakopee with major regional roadways.
  • A. Minnesota State Highway 105
    Minnesota State Highway 105 is a short north–south state highway in southeastern Minnesota that connects rural areas along the Iowa border to the city of Austin.
  • B. Minnesota State Highway 100
    Minnesota State Highway 100 is a major north–south freeway in the Minneapolis–Saint Paul metropolitan area known for serving western suburbs and historically featuring the landscaped "Lilac Way" segment.
  • C. Minnesota State Highway 110
    Minnesota State Highway 110 is a short east–west state highway in the Twin Cities area of Minnesota that serves as a key connector between several major routes in the southern suburbs of St. Paul.
  • D. Minnesota State Highway 11
    Minnesota State Highway 11 is an east–west state highway in northern Minnesota that runs along the Canadian border, connecting several small communities and serving as a key regional transportation route.
  • E. Minnesota State Highway 15
    Minnesota State Highway 15 is a major north–south state highway in Minnesota that connects several central and southern communities and serves as an important regional transportation corridor.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de85b49e5481909b9ffab2d922e284 completed April 14, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff56afa5ec8190a058574dff7431dc completed May 9, 2026, 3:45 p.m.
NEDg Description generation batch_69ff57c304188190afa695ae88cf0234 completed May 9, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_69ff5920436c81909addad5bb4566ae9 completed May 9, 2026, 3:56 p.m.
Created at: April 10, 2026, 1:12 a.m.