Triple
T7519612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florence County, Wisconsin |
E177734
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Florence, Wisconsin
Florence, Wisconsin is a small northern Wisconsin town that serves as the administrative and commercial center of Florence County.
|
E672020
|
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: Florence, Wisconsin | Statement: [Florence County, Wisconsin, countySeat, Florence, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence, Wisconsin Context triple: [Florence County, Wisconsin, countySeat, Florence, Wisconsin]
-
A.
Franklin, Wisconsin
Franklin, Wisconsin is a suburban city in Milwaukee County known for its residential communities, parks, and proximity to the Milwaukee metropolitan area.
-
B.
Fond du Lac, Wisconsin
Fond du Lac, Wisconsin is a small city in east-central Wisconsin known as a regional commercial center at the southern tip of Lake Winnebago.
-
C.
Waukesha, Wisconsin
Waukesha, Wisconsin is a suburban city west of Milwaukee known for its historic downtown, former mineral springs resorts, and location along the Fox River.
-
D.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
-
E.
Chippewa Falls, Wisconsin
Chippewa Falls, Wisconsin is a small city in northwestern Wisconsin known for its historic lumber and brewing industries and its scenic location along the Chippewa River.
- 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: Florence, Wisconsin Triple: [Florence County, Wisconsin, countySeat, Florence, Wisconsin]
Generated description
Florence, Wisconsin is a small northern Wisconsin town that serves as the administrative and commercial center of Florence County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florence, Wisconsin Target entity description: Florence, Wisconsin is a small northern Wisconsin town that serves as the administrative and commercial center of Florence County.
-
A.
Franklin, Wisconsin
Franklin, Wisconsin is a suburban city in Milwaukee County known for its residential communities, parks, and proximity to the Milwaukee metropolitan area.
-
B.
Fond du Lac, Wisconsin
Fond du Lac, Wisconsin is a small city in east-central Wisconsin known as a regional commercial center at the southern tip of Lake Winnebago.
-
C.
Waukesha, Wisconsin
Waukesha, Wisconsin is a suburban city west of Milwaukee known for its historic downtown, former mineral springs resorts, and location along the Fox River.
-
D.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
-
E.
Chippewa Falls, Wisconsin
Chippewa Falls, Wisconsin is a small city in northwestern Wisconsin known for its historic lumber and brewing industries and its scenic location along the Chippewa River.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5f98ae48190946a18d7c2d33bcd |
completed | March 27, 2026, 9:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84efbbed48190baa687bb738a0c54 |
completed | March 28, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69c85331d7a48190be801f1f7350af85 |
completed | March 28, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85401d2048190a44830366b7f0ed4 |
completed | March 28, 2026, 10:19 p.m. |
Created at: March 27, 2026, 3:46 p.m.