Triple

T15047013
Position Surface form Disambiguated ID Type / Status
Subject Town of Dunn, Wisconsin E379254 entity
Predicate hasTransportationAccess P1298 FINISHED
Object Wisconsin State Highway 138
Wisconsin State Highway 138 is a state highway in south-central Wisconsin that connects rural communities and small towns, serving as a regional route for local traffic and access to nearby cities.
 E1202581 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 138 | Statement: [Town of Dunn, Wisconsin, hasTransportationAccess, Wisconsin State Highway 138]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 138
Context triple: [Town of Dunn, Wisconsin, hasTransportationAccess, Wisconsin State Highway 138]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 138
Triple: [Town of Dunn, Wisconsin, hasTransportationAccess, Wisconsin State Highway 138]
Generated description
Wisconsin State Highway 138 is a state highway in south-central Wisconsin that connects rural communities and small towns, serving as a regional route for local traffic and access to nearby cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 138
Target entity description: Wisconsin State Highway 138 is a state highway in south-central Wisconsin that connects rural communities and small towns, serving as a regional route for local traffic and access to nearby cities.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda8e64e48190873104a02a676ff3 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_6a000ebe275c819094473d37cf33c7d0 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a000fbc8374819089ea5ecf06339d0c completed May 10, 2026, 4:55 a.m.
NED2 Entity disambiguation (via description) batch_6a001057f9088190925492033bcd4c8d completed May 10, 2026, 4:58 a.m.
Created at: April 10, 2026, 3 a.m.