Triple

T15720793
Position Surface form Disambiguated ID Type / Status
Subject Sheboygan County, Wisconsin E381086 entity
Predicate contains P35 FINISHED
Object Village of Elkhart Lake
The Village of Elkhart Lake is a small resort community in eastern Wisconsin known for its clear glacial lake, tourism, and proximity to the Road America racing circuit.
 E1173090 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: Village of Elkhart Lake | Statement: [Sheboygan County, Wisconsin, contains, Village of Elkhart Lake]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Village of Elkhart Lake
Context triple: [Sheboygan County, Wisconsin, contains, Village of Elkhart Lake]
  • A. Village of Sand Lake
    Village of Sand Lake is a small incorporated community located in the state of Michigan in the United States.
  • B. Village of Mishicot
    The Village of Mishicot is a small rural community in eastern Wisconsin known for its agricultural surroundings, local parks, and close-knit village atmosphere.
  • C. Village of Whitefish Bay
    The Village of Whitefish Bay is a suburban residential community on the shores of Lake Michigan just north of Milwaukee, known for its tree-lined streets, strong public schools, and small-town character.
  • D. Town of Gull Lake
    The Town of Gull Lake is a small rural community in southwestern Saskatchewan, Canada, known historically as a service and trading center for the surrounding agricultural region.
  • E. Village of Otter Lake
    The Village of Otter Lake is a small incorporated community in Michigan known for its rural character and proximity to the lake that shares its name.
  • 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: Village of Elkhart Lake
Triple: [Sheboygan County, Wisconsin, contains, Village of Elkhart Lake]
Generated description
The Village of Elkhart Lake is a small resort community in eastern Wisconsin known for its clear glacial lake, tourism, and proximity to the Road America racing circuit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Village of Elkhart Lake
Target entity description: The Village of Elkhart Lake is a small resort community in eastern Wisconsin known for its clear glacial lake, tourism, and proximity to the Road America racing circuit.
  • A. Village of Sand Lake
    Village of Sand Lake is a small incorporated community located in the state of Michigan in the United States.
  • B. Village of Mishicot
    The Village of Mishicot is a small rural community in eastern Wisconsin known for its agricultural surroundings, local parks, and close-knit village atmosphere.
  • C. Village of Whitefish Bay
    The Village of Whitefish Bay is a suburban residential community on the shores of Lake Michigan just north of Milwaukee, known for its tree-lined streets, strong public schools, and small-town character.
  • D. Town of Gull Lake
    The Town of Gull Lake is a small rural community in southwestern Saskatchewan, Canada, known historically as a service and trading center for the surrounding agricultural region.
  • E. Village of Otter Lake
    The Village of Otter Lake is a small incorporated community in Michigan known for its rural character and proximity to the lake that shares its name.
  • 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_69ff75852cf88190be054160d5cbc675 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff783a84308190baffa6bbdfa56093 completed May 9, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69ff78f94c048190adbe51f2cf76a2e6 completed May 9, 2026, 6:12 p.m.
Created at: April 10, 2026, 4:45 a.m.