Triple

T9688457
Position Surface form Disambiguated ID Type / Status
Subject Town of Wheatland, Wisconsin E234474 entity
Predicate hasLocalRoadNetwork P74765 FINISHED
Object Kenosha County Trunk Highways
Kenosha County Trunk Highways are a network of county-maintained roads in Kenosha County, Wisconsin, that provide regional connectivity between local towns and major state or federal highways.
 E371377 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: Kenosha County Trunk Highways | Statement: [Town of Wheatland, Wisconsin, hasLocalRoadNetwork, Kenosha County Trunk Highways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kenosha County Trunk Highways
Context triple: [Town of Wheatland, Wisconsin, hasLocalRoadNetwork, Kenosha County Trunk Highways]
  • A. Wisconsin State Trunk Highway system
    The Wisconsin State Trunk Highway system is the statewide network of numbered state-maintained highways that connects cities, towns, and regions throughout Wisconsin.
  • B. Door County trunk highway system
    The Door County trunk highway system is a network of county-maintained roads in Door County, Wisconsin, that connects its towns, rural areas, and islands, supporting local transportation and tourism.
  • 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 80
    Wisconsin State Highway 80 is a north–south state highway in Wisconsin that connects several communities in the southwestern part of the state.
  • E. 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.
  • 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: Kenosha County Trunk Highways
Triple: [Town of Wheatland, Wisconsin, hasLocalRoadNetwork, Kenosha County Trunk Highways]
Generated description
Kenosha County Trunk Highways are a network of county-maintained roads in Kenosha County, Wisconsin, that provide regional connectivity between local towns and major state or federal highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kenosha County Trunk Highways
Target entity description: Kenosha County Trunk Highways are a network of county-maintained roads in Kenosha County, Wisconsin, that provide regional connectivity between local towns and major state or federal highways.
  • A. Wisconsin State Trunk Highway system
    The Wisconsin State Trunk Highway system is the statewide network of numbered state-maintained highways that connects cities, towns, and regions throughout Wisconsin.
  • B. Door County trunk highway system chosen
    The Door County trunk highway system is a network of county-maintained roads in Door County, Wisconsin, that connects its towns, rural areas, and islands, supporting local transportation and tourism.
  • 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 80
    Wisconsin State Highway 80 is a north–south state highway in Wisconsin that connects several communities in the southwestern part of the state.
  • E. 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.
  • 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_69ca84ca73208190957a900c8543bdcc completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d019d40819095059a4d6167900a completed April 1, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1910f94048190bf72712ed55e355b completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d19327f0b481908be85bcb0deccb46 completed April 4, 2026, 10:39 p.m.
NED2 Entity disambiguation (via description) batch_69d193fac390819092dd913dc78e2841 completed April 4, 2026, 10:43 p.m.
Created at: March 30, 2026, 8:17 p.m.