Triple

T12255340
Position Surface form Disambiguated ID Type / Status
Subject Iron County, Wisconsin E292084 entity
Predicate hasTown P847 FINISHED
Object Gurney, Wisconsin
Gurney, Wisconsin is a small rural town located in Iron County in the northern part of the state.
E983585 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: Gurney, Wisconsin | Statement: [Iron County, Wisconsin, hasTown, Gurney, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gurney, Wisconsin
Context triple: [Iron County, Wisconsin, hasTown, Gurney, Wisconsin]
  • A. Hurley, Wisconsin
    Hurley, Wisconsin is a small city in northern Wisconsin known for its historic mining roots and location near the Upper Peninsula of Michigan.
  • B. Grafton, Wisconsin
    Grafton, Wisconsin is a suburban village in Ozaukee County north of Milwaukee, known for its location along the Milwaukee River and its mix of residential, commercial, and historic areas.
  • C. Greenfield, Wisconsin
    Greenfield, Wisconsin is a suburban city in Milwaukee County known for its residential neighborhoods, parks, and proximity to the city of Milwaukee.
  • D. Germantown, Wisconsin
    Germantown, Wisconsin is a suburban village in southeastern Wisconsin known for its residential communities, local parks, and proximity to the Milwaukee metropolitan area.
  • E. Glendale, Wisconsin
    Glendale, Wisconsin is a suburban city just north of Milwaukee known for its residential neighborhoods, commercial districts, and location along the Milwaukee River.
  • 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: Gurney, Wisconsin
Triple: [Iron County, Wisconsin, hasTown, Gurney, Wisconsin]
Generated description
Gurney, Wisconsin is a small rural town located in Iron County in the northern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gurney, Wisconsin
Target entity description: Gurney, Wisconsin is a small rural town located in Iron County in the northern part of the state.
  • A. Hurley, Wisconsin
    Hurley, Wisconsin is a small city in northern Wisconsin known for its historic mining roots and location near the Upper Peninsula of Michigan.
  • B. Grafton, Wisconsin
    Grafton, Wisconsin is a suburban village in Ozaukee County north of Milwaukee, known for its location along the Milwaukee River and its mix of residential, commercial, and historic areas.
  • C. Greenfield, Wisconsin
    Greenfield, Wisconsin is a suburban city in Milwaukee County known for its residential neighborhoods, parks, and proximity to the city of Milwaukee.
  • D. Germantown, Wisconsin
    Germantown, Wisconsin is a suburban village in southeastern Wisconsin known for its residential communities, local parks, and proximity to the Milwaukee metropolitan area.
  • E. Glendale, Wisconsin
    Glendale, Wisconsin is a suburban city just north of Milwaukee known for its residential neighborhoods, commercial districts, and location along the Milwaukee River.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cc9dd5081908880061d52351850 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63eea69448190b5c57a74f4d20dca completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6400fe9888190ae8244ccc8e8bc39 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f64168d23881908daee7d7cba2160d completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:52 p.m.