Triple
T15720797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheboygan County, Wisconsin |
E381086
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Town of Sheboygan Falls
The Town of Sheboygan Falls is a small, predominantly rural municipality in eastern Wisconsin known for its agricultural landscape and proximity to the city of Sheboygan and Lake Michigan.
|
E1181217
|
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 Falls | Statement: [Sheboygan County, Wisconsin, contains, Town of Sheboygan Falls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Sheboygan Falls Context triple: [Sheboygan County, Wisconsin, contains, Town of Sheboygan Falls]
-
A.
Town of Two Creeks
The Town of Two Creeks is a small rural municipality in eastern Wisconsin known for its agricultural landscape and proximity to Lake Michigan.
-
B.
City of Oconto Falls
The City of Oconto Falls is a small Wisconsin city situated along the Oconto River, known for its paper industry roots and role as a local commercial and residential center in northeastern Wisconsin.
-
C.
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.
-
D.
Town of West Kewaunee
The Town of West Kewaunee is a small rural municipality in northeastern Wisconsin characterized by its agricultural landscape and proximity to the city of Kewaunee and Lake Michigan.
-
E.
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.
- 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 Falls Triple: [Sheboygan County, Wisconsin, contains, Town of Sheboygan Falls]
Generated description
The Town of Sheboygan Falls is a small, predominantly rural municipality in eastern Wisconsin known for its agricultural landscape 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 Falls Target entity description: The Town of Sheboygan Falls is a small, predominantly rural municipality in eastern Wisconsin known for its agricultural landscape and proximity to the city of Sheboygan and Lake Michigan.
-
A.
Town of Two Creeks
The Town of Two Creeks is a small rural municipality in eastern Wisconsin known for its agricultural landscape and proximity to Lake Michigan.
-
B.
City of Oconto Falls
The City of Oconto Falls is a small Wisconsin city situated along the Oconto River, known for its paper industry roots and role as a local commercial and residential center in northeastern Wisconsin.
-
C.
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.
-
D.
Town of West Kewaunee
The Town of West Kewaunee is a small rural municipality in northeastern Wisconsin characterized by its agricultural landscape and proximity to the city of Kewaunee and Lake Michigan.
-
E.
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.
- 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_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_69ffa9341a0c81909057dc338f218b85 |
completed | May 9, 2026, 9:37 p.m. |
| NEDg | Description generation | batch_69ffaa3903408190b7beaa6b461bd2bd |
completed | May 9, 2026, 9:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffab0c79d4819085f0ed6a4edcb7fb |
completed | May 9, 2026, 9:45 p.m. |
Created at: April 10, 2026, 4:45 a.m.