Triple

T7848169
Position Surface form Disambiguated ID Type / Status
Subject Waukesha County, Wisconsin E181970 entity
Predicate hasTransportationCorridor P3034 FINISHED
Object Wisconsin State Highway 16
Wisconsin State Highway 16 is a major east–west state highway in Wisconsin that connects several cities and communities across the state, including areas within Waukesha County.
E698664 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 16 | Statement: [Waukesha County, Wisconsin, hasTransportationCorridor, Wisconsin State Highway 16]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wisconsin State Highway 16
Context triple: [Waukesha County, Wisconsin, hasTransportationCorridor, Wisconsin State Highway 16]
  • A. 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.
  • B. 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.
  • C. Wisconsin Highway 19
    Wisconsin Highway 19 is an east–west state highway in southern Wisconsin that connects several communities north of Madison, including Sun Prairie.
  • D. 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.
  • E. 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.
  • 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 16
Triple: [Waukesha County, Wisconsin, hasTransportationCorridor, Wisconsin State Highway 16]
Generated description
Wisconsin State Highway 16 is a major east–west state highway in Wisconsin that connects several cities and communities across the state, including areas within Waukesha County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wisconsin State Highway 16
Target entity description: Wisconsin State Highway 16 is a major east–west state highway in Wisconsin that connects several cities and communities across the state, including areas within Waukesha County.
  • A. 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.
  • B. 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.
  • C. Wisconsin Highway 19
    Wisconsin Highway 19 is an east–west state highway in southern Wisconsin that connects several communities north of Madison, including Sun Prairie.
  • D. 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.
  • E. 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.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18e7f5988190808ae4dcfbc06991 completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5afbb02481909008eb295c4825c1 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5def38e88190864d84abd7959aa3 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:49 p.m.