Triple

T16242080
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highway 53 E394272 entity
Predicate regionServed P82 FINISHED
Object northwestern Wisconsin
Northwestern Wisconsin is a largely rural region of the state characterized by forests, lakes, and small communities, including areas near Lake Superior and the Twin Ports of Superior–Duluth.
E546950 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: northwestern Wisconsin | Statement: [U.S. Highway 53, regionServed, northwestern Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northwestern Wisconsin
Context triple: [U.S. Highway 53, regionServed, northwestern Wisconsin]
  • A. Northern Wisconsin
    Northern Wisconsin is the sparsely populated, heavily forested upper portion of the state of Wisconsin, known for its lakes, outdoor recreation, and proximity to Lake Superior.
  • B. western Wisconsin
    Western Wisconsin is a region of the U.S. state of Wisconsin characterized by its rolling hills, river valleys along the Mississippi, and a mix of small cities, college towns, and rural communities.
  • C. North Central Wisconsin
    North Central Wisconsin is a region of Wisconsin characterized by its mix of mid-sized cities, rural communities, forests, and agricultural land in the central part of the state.
  • D. Northeastern Wisconsin
    Northeastern Wisconsin is a region of Wisconsin that includes the city of Green Bay and surrounding communities along the western shore of Lake Michigan and the Fox River Valley.
  • E. central Wisconsin
    Central Wisconsin is a mid-state region known for its mix of small cities, agricultural communities, and forests, serving as a geographic and economic hub between northern and southern Wisconsin.
  • 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: northwestern Wisconsin
Triple: [U.S. Highway 53, regionServed, northwestern Wisconsin]
Generated description
Northwestern Wisconsin is a largely rural region of the state characterized by forests, lakes, and small communities, including areas near Lake Superior and the Twin Ports of Superior–Duluth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: northwestern Wisconsin
Target entity description: Northwestern Wisconsin is a largely rural region of the state characterized by forests, lakes, and small communities, including areas near Lake Superior and the Twin Ports of Superior–Duluth.
  • A. Northern Wisconsin chosen
    Northern Wisconsin is the sparsely populated, heavily forested upper portion of the state of Wisconsin, known for its lakes, outdoor recreation, and proximity to Lake Superior.
  • B. western Wisconsin
    Western Wisconsin is a region of the U.S. state of Wisconsin characterized by its rolling hills, river valleys along the Mississippi, and a mix of small cities, college towns, and rural communities.
  • C. North Central Wisconsin
    North Central Wisconsin is a region of Wisconsin characterized by its mix of mid-sized cities, rural communities, forests, and agricultural land in the central part of the state.
  • D. Northeastern Wisconsin
    Northeastern Wisconsin is a region of Wisconsin that includes the city of Green Bay and surrounding communities along the western shore of Lake Michigan and the Fox River Valley.
  • E. central Wisconsin
    Central Wisconsin is a mid-state region known for its mix of small cities, agricultural communities, and forests, serving as a geographic and economic hub between northern and southern Wisconsin.
  • F. None of above.

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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2455eeb4c81909066a8af78329ef3 completed April 17, 2026, 2:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000edf64a88190a9dd0c591c742977 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a00108174ac8190b3c421b115b7190e completed May 10, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0010f40d6081909927e8281ab17580 completed May 10, 2026, 5 a.m.
Created at: April 10, 2026, 5:04 a.m.