Triple
T4585540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walworth County, Wisconsin |
E101958
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Elkhorn, Wisconsin
Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
|
E455352
|
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: Elkhorn, Wisconsin | Statement: [Walworth County, Wisconsin, countySeat, Elkhorn, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elkhorn, Wisconsin Context triple: [Walworth County, Wisconsin, countySeat, Elkhorn, Wisconsin]
-
A.
Osceola, Wisconsin
Osceola, Wisconsin is a small village in western Wisconsin known as the birthplace of influential American furniture designer and Arts and Crafts movement leader Gustav Stickley.
-
B.
Rock Island, Wisconsin
Rock Island, Wisconsin is a small, remote island in Lake Michigan known for its state park, historic lighthouse, and lack of cars or modern development.
-
C.
Fish Creek, Wisconsin
Fish Creek, Wisconsin is a small, scenic village and popular tourist destination on the shores of Green Bay in Door County, known for its waterfront, arts scene, and access to Peninsula State Park.
-
D.
Wilmot, Wisconsin
Wilmot, Wisconsin is a small unincorporated community in Kenosha County known for its proximity to the Wilmot Mountain ski and snowboard area.
-
E.
Mukwonago, Wisconsin
Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
- 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: Elkhorn, Wisconsin Triple: [Walworth County, Wisconsin, countySeat, Elkhorn, Wisconsin]
Generated description
Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elkhorn, Wisconsin Target entity description: Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
-
A.
Osceola, Wisconsin
Osceola, Wisconsin is a small village in western Wisconsin known as the birthplace of influential American furniture designer and Arts and Crafts movement leader Gustav Stickley.
-
B.
Rock Island, Wisconsin
Rock Island, Wisconsin is a small, remote island in Lake Michigan known for its state park, historic lighthouse, and lack of cars or modern development.
-
C.
Fish Creek, Wisconsin
Fish Creek, Wisconsin is a small, scenic village and popular tourist destination on the shores of Green Bay in Door County, known for its waterfront, arts scene, and access to Peninsula State Park.
-
D.
Wilmot, Wisconsin
Wilmot, Wisconsin is a small unincorporated community in Kenosha County known for its proximity to the Wilmot Mountain ski and snowboard area.
-
E.
Mukwonago, Wisconsin
Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
- 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_69bd43d4ce208190b53158c882b222e3 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd59056bb48190ba1e0b5beda9bdc4 |
completed | March 20, 2026, 2:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0aa114881909fe446bf86c675e7 |
completed | March 21, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69bde14843148190a0b5fa0ad1d805d9 |
completed | March 21, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde1b2efb48190a5ab83fa6c257df2 |
completed | March 21, 2026, 12:09 a.m. |
Created at: March 20, 2026, 1:10 p.m.