Triple

T21076445
Position Surface form Disambiguated ID Type / Status
Subject Ashland County, Wisconsin E519244 entity
Predicate hasMajorHighway P385 FINISHED
Object Wisconsin State Highway 112
Wisconsin State Highway 112 is a state highway in northern Wisconsin that runs through Ashland County, connecting local communities and providing access to regional routes.
 E1468497 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 112 | Statement: [Ashland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 112]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 112
Context triple: [Ashland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 112]
  • 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 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.
  • C. 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.
  • 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 140
    Wisconsin State Highway 140 is a north–south state highway in southern Wisconsin that connects the Illinois state line to the city of Milton while serving rural communities in Rock County.
  • 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 112
Triple: [Ashland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 112]
Generated description
Wisconsin State Highway 112 is a state highway in northern Wisconsin that runs through Ashland County, connecting local communities and providing access to regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 112
Target entity description: Wisconsin State Highway 112 is a state highway in northern Wisconsin that runs through Ashland County, connecting local communities and providing access to regional routes.
  • 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 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.
  • C. 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.
  • 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 140
    Wisconsin State Highway 140 is a north–south state highway in southern Wisconsin that connects the Illinois state line to the city of Milton while serving rural communities in Rock County.
  • 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_69e0b506e59c8190849b71ed07929215 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e702d77b8081908ecfb05ab391fd39 completed April 21, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a096dae71a48190b3b356783babb119 completed May 17, 2026, 7:26 a.m.
NEDg Description generation batch_6a096e0ddf1c819096d3ee89517d07eb completed May 17, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_6a096e70ba188190b9ee4fbc588d790c completed May 17, 2026, 7:29 a.m.
Created at: April 16, 2026, 2:48 p.m.