Triple

T10978921
Position Surface form Disambiguated ID Type / Status
Subject Richland County, Wisconsin E259445 entity
Predicate hasMajorHighway P385 FINISHED
Object Wisconsin State Highway 58
Wisconsin State Highway 58 is a north–south state highway in Wisconsin that connects several rural communities and small cities in the central and southwestern parts of the state.
 E901915 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 58 | Statement: [Richland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 58]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 58
Context triple: [Richland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 58]
  • A. Wisconsin State Highway 59
    Wisconsin State Highway 59 is an east–west state highway in southern Wisconsin that connects several communities, including Mukwonago, to larger regional routes.
  • B. 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.
  • 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 70
    Wisconsin State Highway 70 is an east–west state highway in northern Wisconsin that spans multiple counties and serves as a key route for regional travel and access to recreational areas.
  • E. 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.
  • 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 58
Triple: [Richland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 58]
Generated description
Wisconsin State Highway 58 is a north–south state highway in Wisconsin that connects several rural communities and small cities in the central and southwestern parts of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 58
Target entity description: Wisconsin State Highway 58 is a north–south state highway in Wisconsin that connects several rural communities and small cities in the central and southwestern parts of the state.
  • A. Wisconsin State Highway 59
    Wisconsin State Highway 59 is an east–west state highway in southern Wisconsin that connects several communities, including Mukwonago, to larger regional routes.
  • B. 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.
  • 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 70
    Wisconsin State Highway 70 is an east–west state highway in northern Wisconsin that spans multiple counties and serves as a key route for regional travel and access to recreational areas.
  • E. 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.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d771f7b874819087bf5a858905279b completed April 9, 2026, 9:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69e3a954a1f481908c5653b8ddb09164 completed April 18, 2026, 3:55 p.m.
NEDg Description generation batch_69e3ad00b5c08190a7bf3ecbeae76d88 completed April 18, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69e3b1efe4a88190884eb5186954cf39 completed April 18, 2026, 4:31 p.m.
Created at: April 8, 2026, 9:24 p.m.