Triple
T15720794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheboygan County, Wisconsin |
E381086
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Town of Sheboygan
The Town of Sheboygan is a small municipal community in eastern Wisconsin known for its residential character and proximity to the city of Sheboygan and Lake Michigan.
|
E393073
|
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: Town of Sheboygan | Statement: [Sheboygan County, Wisconsin, contains, Town of Sheboygan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Sheboygan Context triple: [Sheboygan County, Wisconsin, contains, Town of Sheboygan]
-
A.
Sheboygan, Wisconsin
Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
-
B.
Town of Manitowoc
The Town of Manitowoc is a small municipal community in eastern Wisconsin known for its rural character and proximity to the city of Manitowoc on Lake Michigan.
-
C.
Germantown, Wisconsin
Germantown, Wisconsin is a suburban village in southeastern Wisconsin known for its residential communities, local parks, and proximity to the Milwaukee metropolitan area.
-
D.
St. Germain, Wisconsin
St. Germain, Wisconsin is a small Northwoods town known for its lakes, outdoor recreation, and tourism in northern Wisconsin.
-
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: Town of Sheboygan Triple: [Sheboygan County, Wisconsin, contains, Town of Sheboygan]
Generated description
The Town of Sheboygan is a small municipal community in eastern Wisconsin known for its residential character and proximity to the city of Sheboygan and Lake Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Town of Sheboygan Target entity description: The Town of Sheboygan is a small municipal community in eastern Wisconsin known for its residential character and proximity to the city of Sheboygan and Lake Michigan.
-
A.
Sheboygan, Wisconsin
chosen
Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
-
B.
Town of Manitowoc
The Town of Manitowoc is a small municipal community in eastern Wisconsin known for its rural character and proximity to the city of Manitowoc on Lake Michigan.
-
C.
Germantown, Wisconsin
Germantown, Wisconsin is a suburban village in southeastern Wisconsin known for its residential communities, local parks, and proximity to the Milwaukee metropolitan area.
-
D.
St. Germain, Wisconsin
St. Germain, Wisconsin is a small Northwoods town known for its lakes, outdoor recreation, and tourism in northern Wisconsin.
-
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.
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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04fb0b51081908e652ec4992296fa |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa12713588190a888d6f6dd4290e1 |
completed | May 9, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69ffa417ee248190808b0fecfb58d705 |
completed | May 9, 2026, 9:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffa5372f248190827cdc4985fee1ef |
completed | May 9, 2026, 9:20 p.m. |
Created at: April 10, 2026, 4:45 a.m.