Triple

T15431639
Position Surface form Disambiguated ID Type / Status
Subject Douglas County, Wisconsin E369653 entity
Predicate containsTransportationInfrastructure P1298 FINISHED
Object U.S. Route 53 in Wisconsin
U.S. Route 53 in Wisconsin is a major north–south U.S. Highway that serves as a key transportation corridor through northwestern Wisconsin, connecting communities such as Superior and Eau Claire.
E1156415 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. Route 53 in Wisconsin | Statement: [Douglas County, Wisconsin, containsTransportationInfrastructure, U.S. Route 53 in Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 53 in Wisconsin
Context triple: [Douglas County, Wisconsin, containsTransportationInfrastructure, U.S. Route 53 in Wisconsin]
  • A. U.S. Route 41 in Indiana
    U.S. Route 41 in Indiana is a major north–south federal highway traversing the state from the Kentucky border to the Michigan line, connecting cities such as Evansville, Terre Haute, and Hammond.
  • B. U.S. Route 41 in Oshkosh
    U.S. Route 41 in Oshkosh is a major north–south highway corridor through Oshkosh, Wisconsin, serving as a key route for regional and interstate traffic.
  • C. Wisconsin State Highway 56
    Wisconsin State Highway 56 is a state highway in southwestern Wisconsin that runs through rural communities and connects the city of Richland Center with other regional routes.
  • D. Wisconsin State Highway 55
    Wisconsin State Highway 55 is a north–south state highway in Wisconsin that runs through several counties and communities, including the Menominee Indian Reservation, connecting rural areas with larger regional routes.
  • E. U.S. Route 151 near Waupun area
    U.S. Route 151 near the Waupun area is a major four-lane highway corridor in east-central Wisconsin that serves as a key regional route for traffic between Madison, Fond du Lac, and surrounding communities.
  • 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. Route 53 in Wisconsin
Triple: [Douglas County, Wisconsin, containsTransportationInfrastructure, U.S. Route 53 in Wisconsin]
Generated description
U.S. Route 53 in Wisconsin is a major north–south U.S. Highway that serves as a key transportation corridor through northwestern Wisconsin, connecting communities such as Superior and Eau Claire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 53 in Wisconsin
Target entity description: U.S. Route 53 in Wisconsin is a major north–south U.S. Highway that serves as a key transportation corridor through northwestern Wisconsin, connecting communities such as Superior and Eau Claire.
  • A. U.S. Route 41 in Indiana
    U.S. Route 41 in Indiana is a major north–south federal highway traversing the state from the Kentucky border to the Michigan line, connecting cities such as Evansville, Terre Haute, and Hammond.
  • B. U.S. Route 41 in Oshkosh
    U.S. Route 41 in Oshkosh is a major north–south highway corridor through Oshkosh, Wisconsin, serving as a key route for regional and interstate traffic.
  • C. Wisconsin State Highway 56
    Wisconsin State Highway 56 is a state highway in southwestern Wisconsin that runs through rural communities and connects the city of Richland Center with other regional routes.
  • D. Wisconsin State Highway 55
    Wisconsin State Highway 55 is a north–south state highway in Wisconsin that runs through several counties and communities, including the Menominee Indian Reservation, connecting rural areas with larger regional routes.
  • E. U.S. Route 151 near Waupun area
    U.S. Route 151 near the Waupun area is a major four-lane highway corridor in east-central Wisconsin that serves as a key regional route for traffic between Madison, Fond du Lac, and surrounding communities.
  • 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.