Triple

T5736106
Position Surface form Disambiguated ID Type / Status
Subject Bayfield, Wisconsin E126506 entity
Predicate hasPrimaryRoadAccess P385 FINISHED
Object Wisconsin state highways
Wisconsin state highways are a network of state-maintained roads that connect cities, towns, and rural areas throughout the state of Wisconsin.
E545881 NE FINISHED

How this triple was built (5 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 highways | Statement: [Bayfield, Wisconsin, hasPrimaryRoadAccess, Wisconsin state highways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wisconsin state highways
Context triple: [Bayfield, Wisconsin, hasPrimaryRoadAccess, Wisconsin state highways]
  • A. Iowa state highways
    Iowa state highways are a network of numbered primary roads managed by the state of Iowa that connect cities, towns, and counties across the state.
  • 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 80
    Wisconsin State Highway 80 is a north–south state highway in Wisconsin that connects several communities in the southwestern part of the state.
  • E. 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.
  • 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 highways
Triple: [Bayfield, Wisconsin, hasPrimaryRoadAccess, Wisconsin state highways]
Generated description
Wisconsin state highways are a network of state-maintained roads that connect cities, towns, and rural areas throughout the state of Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wisconsin state highways
Target entity description: Wisconsin state highways are a network of state-maintained roads that connect cities, towns, and rural areas throughout the state of Wisconsin.
  • A. Iowa state highways
    Iowa state highways are a network of numbered primary roads managed by the state of Iowa that connect cities, towns, and counties across the state.
  • 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 80
    Wisconsin State Highway 80 is a north–south state highway in Wisconsin that connects several communities in the southwestern part of the state.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPrimaryRoadAccess
Context triple: [Bayfield, Wisconsin, hasPrimaryRoadAccess, Wisconsin state highways]
  • A. hasNoDirectRoadAccess
    Indicates that there is no direct road connection available between the relevant locations or entities.
  • B. isRoadAccessible
    Indicates that a road can be safely and legally used or traversed under the current conditions.
  • C. hasRoadway
    Indicates that one location or area is connected to another by a road or roadway infrastructure.
  • D. isMainRoad
    Indicates that a road serves as a primary or major thoroughfare within a transportation network.
  • E. hasMajorHighway chosen
    Indicates that a location or area is served by or directly connected to a major highway route.
  • F. None of above.

Provenance (6 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_69c0083082288190b7478cead6b5430a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c025596b5c81909b5626773c91cecb completed March 22, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e0b871c8190bf8dd0e076bb9789 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c088eaf20c8190a8ed785ebab047af completed March 23, 2026, 12:27 a.m.
NED2 Entity disambiguation (via description) batch_69c08945dd48819096453dc14fda13d0 completed March 23, 2026, 12:28 a.m.
PD Predicate disambiguation batch_69c021c8195481909419808b002628aa completed March 22, 2026, 5:07 p.m.
Created at: March 22, 2026, 3:47 p.m.