Triple

T15720779
Position Surface form Disambiguated ID Type / Status
Subject Sheboygan County, Wisconsin E381086 entity
Predicate namedFor P63 FINISHED
Object Sheboygan River
The Sheboygan River is a waterway in eastern Wisconsin that flows through Sheboygan County into Lake Michigan and has been notable for both its industrial history and subsequent environmental cleanup efforts.
E1204539 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: Sheboygan River | Statement: [Sheboygan County, Wisconsin, namedFor, Sheboygan River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheboygan River
Context triple: [Sheboygan County, Wisconsin, namedFor, Sheboygan River]
  • A. Waupaca River
    The Waupaca River is a river in central Wisconsin known for its clear waters, scenic surroundings, and popularity for canoeing, kayaking, and trout fishing.
  • B. Sauk River
    The Sauk River is a major river in northwestern Washington State that flows through the Cascade Range before joining the Skagit River.
  • C. Menomonee River
    The Menomonee River is a tributary in southeastern Wisconsin that flows through the Milwaukee area before emptying into Lake Michigan.
  • D. Eau Claire River
    The Eau Claire River is a tributary in western Wisconsin that flows through the city of Eau Claire before joining the Chippewa River.
  • E. Wisconsin River
    The Wisconsin River is a major tributary of the Mississippi River that flows through central Wisconsin, known for its scenic sandstone formations, recreational opportunities, and historical significance in Native American and early U.S. frontier history.
  • 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: Sheboygan River
Triple: [Sheboygan County, Wisconsin, namedFor, Sheboygan River]
Generated description
The Sheboygan River is a waterway in eastern Wisconsin that flows through Sheboygan County into Lake Michigan and has been notable for both its industrial history and subsequent environmental cleanup efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheboygan River
Target entity description: The Sheboygan River is a waterway in eastern Wisconsin that flows through Sheboygan County into Lake Michigan and has been notable for both its industrial history and subsequent environmental cleanup efforts.
  • A. Waupaca River
    The Waupaca River is a river in central Wisconsin known for its clear waters, scenic surroundings, and popularity for canoeing, kayaking, and trout fishing.
  • B. Sauk River
    The Sauk River is a major river in northwestern Washington State that flows through the Cascade Range before joining the Skagit River.
  • C. Menomonee River
    The Menomonee River is a tributary in southeastern Wisconsin that flows through the Milwaukee area before emptying into Lake Michigan.
  • D. Eau Claire River
    The Eau Claire River is a tributary in western Wisconsin that flows through the city of Eau Claire before joining the Chippewa River.
  • E. Wisconsin River
    The Wisconsin River is a major tributary of the Mississippi River that flows through central Wisconsin, known for its scenic sandstone formations, recreational opportunities, and historical significance in Native American and early U.S. frontier history.
  • 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_6a00179d63688190bda2758ed4b4e4df completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001a35b43081909b44a22798b1ef1b completed May 10, 2026, 5:40 a.m.
NED2 Entity disambiguation (via description) batch_6a001a93530c81908cb4180d9ebe9850 completed May 10, 2026, 5:41 a.m.
Created at: April 10, 2026, 4:45 a.m.