Triple

T10978925
Position Surface form Disambiguated ID Type / Status
Subject Richland County, Wisconsin E259445 entity
Predicate hasMajorHighway P385 FINISHED
Object Wisconsin State Highway 154
Wisconsin State Highway 154 is a state-maintained east–west route in south-central Wisconsin that connects rural communities and provides regional access across several counties.
 E907090 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: Wisconsin State Highway 154 | Statement: [Richland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 154]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 154
Context triple: [Richland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 154]
  • A. Wisconsin State Highway 171
    Wisconsin State Highway 171 is a state highway in southwestern Wisconsin that runs east–west through rural communities and scenic countryside, connecting local towns and other regional routes.
  • B. Wisconsin State Highway 101
    Wisconsin State Highway 101 is a north–south state highway in northeastern Wisconsin that connects rural communities and forested areas, including parts of Florence County, to the broader state highway network.
  • C. Wisconsin State Highway 139
    Wisconsin State Highway 139 is a north–south state highway in northern Wisconsin that connects rural communities and provides access to forested and recreational areas near the Michigan border.
  • D. Wisconsin State Highway 130
    Wisconsin State Highway 130 is a north–south state highway in southwestern Wisconsin that connects rural communities and provides access across Richland and surrounding counties.
  • E. Wisconsin State Highway 106
    Wisconsin State Highway 106 is an east–west state highway in southern Wisconsin that connects several communities, including Fort Atkinson, and serves as a regional route between rural and urban areas.
  • 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: Wisconsin State Highway 154
Triple: [Richland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 154]
Generated description
Wisconsin State Highway 154 is a state-maintained east–west route in south-central Wisconsin that connects rural communities and provides regional access across several counties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 154
Target entity description: Wisconsin State Highway 154 is a state-maintained east–west route in south-central Wisconsin that connects rural communities and provides regional access across several counties.
  • A. Wisconsin State Highway 171
    Wisconsin State Highway 171 is a state highway in southwestern Wisconsin that runs east–west through rural communities and scenic countryside, connecting local towns and other regional routes.
  • B. Wisconsin State Highway 101
    Wisconsin State Highway 101 is a north–south state highway in northeastern Wisconsin that connects rural communities and forested areas, including parts of Florence County, to the broader state highway network.
  • C. Wisconsin State Highway 139
    Wisconsin State Highway 139 is a north–south state highway in northern Wisconsin that connects rural communities and provides access to forested and recreational areas near the Michigan border.
  • D. Wisconsin State Highway 130
    Wisconsin State Highway 130 is a north–south state highway in southwestern Wisconsin that connects rural communities and provides access across Richland and surrounding counties.
  • E. Wisconsin State Highway 106
    Wisconsin State Highway 106 is an east–west state highway in southern Wisconsin that connects several communities, including Fort Atkinson, and serves as a regional route between rural and urban areas.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d771f7b874819087bf5a858905279b completed April 9, 2026, 9:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69e4418e52f8819096c75e6e866fecef completed April 19, 2026, 2:44 a.m.
NEDg Description generation batch_69e44c0606408190819b9d3fd58f818f completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4510dc55081908f89aab15726b2a8 completed April 19, 2026, 3:50 a.m.
Created at: April 8, 2026, 9:24 p.m.