Triple

T21076444
Position Surface form Disambiguated ID Type / Status
Subject Ashland County, Wisconsin E519244 entity
Predicate hasMajorHighway P385 FINISHED
Object Wisconsin State Highway 77
Wisconsin State Highway 77 is an east–west state highway in northern Wisconsin that runs through several counties, including Ashland County, connecting rural communities and recreational areas.
E1467126 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 77 | Statement: [Ashland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 77]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wisconsin State Highway 77
Context triple: [Ashland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 77]
  • A. 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.
  • 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 67
    Wisconsin State Highway 67 is a north–south state highway in Wisconsin that connects several communities in the southeastern part of the state, including Elkhorn.
  • D. 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.
  • E. Wisconsin Highway 73
    Wisconsin Highway 73 is a north–south state highway in Wisconsin that runs through central and southern parts of the state, connecting several small communities and intersecting multiple major 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 77
Triple: [Ashland County, Wisconsin, hasMajorHighway, Wisconsin State Highway 77]
Generated description
Wisconsin State Highway 77 is an east–west state highway in northern Wisconsin that runs through several counties, including Ashland County, connecting rural communities and recreational areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wisconsin State Highway 77
Target entity description: Wisconsin State Highway 77 is an east–west state highway in northern Wisconsin that runs through several counties, including Ashland County, connecting rural communities and recreational areas.
  • A. 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.
  • 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 67
    Wisconsin State Highway 67 is a north–south state highway in Wisconsin that connects several communities in the southeastern part of the state, including Elkhorn.
  • D. 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.
  • E. Wisconsin Highway 73
    Wisconsin Highway 73 is a north–south state highway in Wisconsin that runs through central and southern parts of the state, connecting several small communities and intersecting multiple major 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_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_6a0965d73eb481908cd4a9469ab7a5a1 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a096630a5e881909b696a499c942ae5 completed May 17, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_6a09668b8c7c81908c1ec2392d18434a completed May 17, 2026, 6:56 a.m.
Created at: April 16, 2026, 2:48 p.m.