Triple

T15431685
Position Surface form Disambiguated ID Type / Status
Subject Wisconsin Highway 13 E369654 entity
Predicate passesThrough P225 FINISHED
Object Ashland, Wisconsin
Ashland, Wisconsin is a small city on the shore of Lake Superior known as a regional hub for the Chequamegon Bay area and for its historic downtown and outdoor recreation opportunities.
E1156419 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: Ashland, Wisconsin | Statement: [Wisconsin Highway 13, passesThrough, Ashland, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashland, Wisconsin
Context triple: [Wisconsin Highway 13, passesThrough, Ashland, Wisconsin]
  • A. Ashford, Wisconsin
    Ashford, Wisconsin is a small rural town located in Fond du Lac County in the east-central region of the state.
  • B. Ashwaubenon, Wisconsin
    Ashwaubenon, Wisconsin is a village in Brown County that forms part of the Green Bay metropolitan area and is known for its sports and entertainment venues and proximity to Lambeau Field.
  • C. Elkhorn, Wisconsin
    Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
  • D. Wilmot, Wisconsin
    Wilmot, Wisconsin is a small unincorporated community in Kenosha County known for its proximity to the Wilmot Mountain ski and snowboard area.
  • E. Buchanan, Wisconsin
    Buchanan, Wisconsin is a small town in Outagamie County known for its suburban-rural character near the Fox Cities region.
  • 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: Ashland, Wisconsin
Triple: [Wisconsin Highway 13, passesThrough, Ashland, Wisconsin]
Generated description
Ashland, Wisconsin is a small city on the shore of Lake Superior known as a regional hub for the Chequamegon Bay area and for its historic downtown and outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashland, Wisconsin
Target entity description: Ashland, Wisconsin is a small city on the shore of Lake Superior known as a regional hub for the Chequamegon Bay area and for its historic downtown and outdoor recreation opportunities.
  • A. Ashford, Wisconsin
    Ashford, Wisconsin is a small rural town located in Fond du Lac County in the east-central region of the state.
  • B. Ashwaubenon, Wisconsin
    Ashwaubenon, Wisconsin is a village in Brown County that forms part of the Green Bay metropolitan area and is known for its sports and entertainment venues and proximity to Lambeau Field.
  • C. Elkhorn, Wisconsin
    Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
  • D. Wilmot, Wisconsin
    Wilmot, Wisconsin is a small unincorporated community in Kenosha County known for its proximity to the Wilmot Mountain ski and snowboard area.
  • E. Buchanan, Wisconsin
    Buchanan, Wisconsin is a small town in Outagamie County known for its suburban-rural character near the Fox Cities region.
  • 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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ed8ea888190bff8dc14859cca31 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a8546948190a69ae1306bc19c64 completed May 9, 2026, 11:29 a.m.
NEDg Description generation batch_69ff1bd48e548190b6b38507e8d1a1c8 completed May 9, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69ff1c51d84c8190bb039c029b7efdbe completed May 9, 2026, 11:36 a.m.
Created at: April 10, 2026, 3:21 a.m.