Triple

T7519639
Position Surface form Disambiguated ID Type / Status
Subject Florence County, Wisconsin E177734 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
 E673909 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 139 | Statement: [Florence County, Wisconsin, hasMajorHighway, Wisconsin State Highway 139]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 139
Context triple: [Florence County, Wisconsin, hasMajorHighway, Wisconsin State Highway 139]
  • 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 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.
  • C. Wisconsin State Highway 29
    Wisconsin State Highway 29 is a major east–west state highway in Wisconsin that connects Green Bay to the Twin Cities corridor and serves as an important regional transportation route across the state.
  • D. Wisconsin State Highway 57
    Wisconsin State Highway 57 is a north–south state highway in eastern Wisconsin that connects the Milwaukee area to Door County, passing through several counties including Brown County.
  • 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 139
Triple: [Florence County, Wisconsin, hasMajorHighway, Wisconsin State Highway 139]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 139
Target entity description: 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.
  • 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 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.
  • C. Wisconsin State Highway 29
    Wisconsin State Highway 29 is a major east–west state highway in Wisconsin that connects Green Bay to the Twin Cities corridor and serves as an important regional transportation route across the state.
  • D. Wisconsin State Highway 57
    Wisconsin State Highway 57 is a north–south state highway in eastern Wisconsin that connects the Milwaukee area to Door County, passing through several counties including Brown County.
  • 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_69c69f2891148190a484f3b8222c6f1b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5f98ae48190946a18d7c2d33bcd completed March 27, 2026, 9:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856b10cbc8190a36be8351feaf832 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c858e260d0819084df667d5aec53f7 completed March 28, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69c859790e8881908a78449f40d528d8 completed March 28, 2026, 10:43 p.m.
Created at: March 27, 2026, 3:46 p.m.