Triple

T1536878
Position Surface form Disambiguated ID Type / Status
Subject Menominee River E32569 entity
Predicate flowsThrough P225 FINISHED
Object Florence County, Wisconsin
Florence County, Wisconsin is a sparsely populated, heavily forested county in northeastern Wisconsin known for its outdoor recreation, rivers, and proximity to the Upper Peninsula of Michigan.
E177734 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: Florence County, Wisconsin | Statement: [Menominee River, flowsThrough, Florence County, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florence County, Wisconsin
Context triple: [Menominee River, flowsThrough, Florence County, Wisconsin]
  • A. Brown County, Wisconsin
    Brown County, Wisconsin is a county in northeastern Wisconsin that includes the city of Green Bay and serves as an important regional center for industry, transportation, and culture.
  • B. Bayfield County, Wisconsin
    Bayfield County, Wisconsin is a sparsely populated county in northern Wisconsin known for its Lake Superior shoreline, forests, and the Apostle Islands National Lakeshore.
  • C. Marinette County, Wisconsin
    Marinette County, Wisconsin is a county in northeastern Wisconsin known historically as one of the areas devastated by the 1871 Peshtigo Fire.
  • D. Walworth County, Wisconsin
    Walworth County, Wisconsin is a county in southeastern Wisconsin known for its lakeside communities, tourism, and historic scientific and educational institutions.
  • E. Oconto County, Wisconsin
    Oconto County, Wisconsin is a county in northeastern Wisconsin known for its forests, waterways, and historical significance as one of the areas affected by the devastating Peshtigo Fire of 1871.
  • 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: Florence County, Wisconsin
Triple: [Menominee River, flowsThrough, Florence County, Wisconsin]
Generated description
Florence County, Wisconsin is a sparsely populated, heavily forested county in northeastern Wisconsin known for its outdoor recreation, rivers, and proximity to the Upper Peninsula of Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florence County, Wisconsin
Target entity description: Florence County, Wisconsin is a sparsely populated, heavily forested county in northeastern Wisconsin known for its outdoor recreation, rivers, and proximity to the Upper Peninsula of Michigan.
  • A. Brown County, Wisconsin
    Brown County, Wisconsin is a county in northeastern Wisconsin that includes the city of Green Bay and serves as an important regional center for industry, transportation, and culture.
  • B. Bayfield County, Wisconsin
    Bayfield County, Wisconsin is a sparsely populated county in northern Wisconsin known for its Lake Superior shoreline, forests, and the Apostle Islands National Lakeshore.
  • C. Marinette County, Wisconsin
    Marinette County, Wisconsin is a county in northeastern Wisconsin known historically as one of the areas devastated by the 1871 Peshtigo Fire.
  • D. Walworth County, Wisconsin
    Walworth County, Wisconsin is a county in southeastern Wisconsin known for its lakeside communities, tourism, and historic scientific and educational institutions.
  • E. Oconto County, Wisconsin
    Oconto County, Wisconsin is a county in northeastern Wisconsin known for its forests, waterways, and historical significance as one of the areas affected by the devastating Peshtigo Fire of 1871.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90829e60081909d3f9f79585e080e completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad3706935481909455528b1bc4ce6c completed March 8, 2026, 8:44 a.m.
NEDg Description generation batch_69ad38a26fb481908a4dbfd855a95b86 completed March 8, 2026, 8:51 a.m.
NED2 Entity disambiguation (via description) batch_69ad39c0b0188190ad49ff69ac88eb88 completed March 8, 2026, 8:56 a.m.
Created at: March 4, 2026, 7:26 p.m.