Triple

T21994817
Position Surface form Disambiguated ID Type / Status
Subject Lincoln County, Wisconsin E543177 entity
Predicate containsSettlement P847 FINISHED
Object Tomahawk, Wisconsin
Tomahawk, Wisconsin is a small city in northern Wisconsin known for its outdoor recreation, lakes, and annual fall motorcycle rally.
E1513959 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: Tomahawk, Wisconsin | Statement: [Lincoln County, Wisconsin, containsSettlement, Tomahawk, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tomahawk, Wisconsin
Context triple: [Lincoln County, Wisconsin, containsSettlement, Tomahawk, Wisconsin]
  • A. Tomah, Wisconsin
    Tomah, Wisconsin is a small city in Monroe County known as a regional transportation hub and gateway to nearby military and outdoor recreation areas in west-central Wisconsin.
  • B. Tacoma, Wisconsin
    Tacoma, Wisconsin is a small unincorporated community located within Fond du Lac County in the U.S. state of Wisconsin.
  • C. Trempealeau, Wisconsin
    Trempealeau, Wisconsin is a small village along the Mississippi River known for its scenic bluffs, outdoor recreation, and proximity to Perrot State Park.
  • D. Watertown, Wisconsin
    Watertown, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, riverside setting, and early German-American heritage.
  • E. De Soto, Wisconsin
    De Soto, Wisconsin is a small village in southwestern Wisconsin situated along the Mississippi River, known for its scenic bluffs, outdoor recreation, and rural charm.
  • 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: Tomahawk, Wisconsin
Triple: [Lincoln County, Wisconsin, containsSettlement, Tomahawk, Wisconsin]
Generated description
Tomahawk, Wisconsin is a small city in northern Wisconsin known for its outdoor recreation, lakes, and annual fall motorcycle rally.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tomahawk, Wisconsin
Target entity description: Tomahawk, Wisconsin is a small city in northern Wisconsin known for its outdoor recreation, lakes, and annual fall motorcycle rally.
  • A. Tomah, Wisconsin
    Tomah, Wisconsin is a small city in Monroe County known as a regional transportation hub and gateway to nearby military and outdoor recreation areas in west-central Wisconsin.
  • B. Tacoma, Wisconsin
    Tacoma, Wisconsin is a small unincorporated community located within Fond du Lac County in the U.S. state of Wisconsin.
  • C. Trempealeau, Wisconsin
    Trempealeau, Wisconsin is a small village along the Mississippi River known for its scenic bluffs, outdoor recreation, and proximity to Perrot State Park.
  • D. Watertown, Wisconsin
    Watertown, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, riverside setting, and early German-American heritage.
  • E. De Soto, Wisconsin
    De Soto, Wisconsin is a small village in southwestern Wisconsin situated along the Mississippi River, known for its scenic bluffs, outdoor recreation, and rural charm.
  • 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_69e11e2c814c8190837d072789000486 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127639bf48190800b3fa3c1527983 completed April 28, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a736e113881908a97f0a379ab4136 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a745e534881909a681b9f2234afa5 completed May 18, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7857e6dc819088b592cdff7d4cf3 completed May 18, 2026, 2:24 a.m.
Created at: April 16, 2026, 8:18 p.m.