Triple
T4885073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sun Prairie, Wisconsin |
E109418
|
entity |
| Predicate | transportServedBy |
P1298
|
FINISHED |
| Object |
Wisconsin Highway 19
Wisconsin Highway 19 is an east–west state highway in southern Wisconsin that connects several communities north of Madison, including Sun Prairie.
|
E480818
|
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 Highway 19 | Statement: [Sun Prairie, Wisconsin, transportServedBy, Wisconsin Highway 19]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wisconsin Highway 19 Context triple: [Sun Prairie, Wisconsin, transportServedBy, Wisconsin Highway 19]
-
A.
Wisconsin Highway 93
Wisconsin Highway 93 is a state highway in western Wisconsin that runs generally south from Eau Claire through rural communities and farmland, connecting to other regional routes.
-
B.
Wisconsin Highway 13
Wisconsin Highway 13 is a state highway in Wisconsin that runs generally north–south across the state, connecting communities along the Lake Superior and central Wisconsin regions.
-
C.
Wisconsin Highway 35
Wisconsin Highway 35 is a major north–south state highway in Wisconsin that runs along much of the state’s western border, connecting numerous communities from the Illinois state line to Superior on Lake Superior.
-
D.
Wisconsin Highway 42
Wisconsin Highway 42 is a state highway in Wisconsin that runs through Door County and other parts of northeastern Wisconsin, providing access to communities along the Lake Michigan shoreline.
-
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 Highway 19 Triple: [Sun Prairie, Wisconsin, transportServedBy, Wisconsin Highway 19]
Generated description
Wisconsin Highway 19 is an east–west state highway in southern Wisconsin that connects several communities north of Madison, including Sun Prairie.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wisconsin Highway 19 Target entity description: Wisconsin Highway 19 is an east–west state highway in southern Wisconsin that connects several communities north of Madison, including Sun Prairie.
-
A.
Wisconsin Highway 93
Wisconsin Highway 93 is a state highway in western Wisconsin that runs generally south from Eau Claire through rural communities and farmland, connecting to other regional routes.
-
B.
Wisconsin Highway 13
Wisconsin Highway 13 is a state highway in Wisconsin that runs generally north–south across the state, connecting communities along the Lake Superior and central Wisconsin regions.
-
C.
Wisconsin Highway 35
Wisconsin Highway 35 is a major north–south state highway in Wisconsin that runs along much of the state’s western border, connecting numerous communities from the Illinois state line to Superior on Lake Superior.
-
D.
Wisconsin Highway 42
Wisconsin Highway 42 is a state highway in Wisconsin that runs through Door County and other parts of northeastern Wisconsin, providing access to communities along the Lake Michigan shoreline.
-
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
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_69bd440f71348190b99938e59fb7f9a1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6de3718881908521968fa6e6b444 |
completed | March 20, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77975ad08190a427bcf1c01e364f |
completed | March 21, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_69be7847a378819081687ec783a8b862 |
completed | March 21, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7915a26c81909b21a128daebf5b3 |
completed | March 21, 2026, 10:55 a.m. |
Created at: March 20, 2026, 1:27 p.m.