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.