Triple

T5437436
Position Surface form Disambiguated ID Type / Status
Subject Bayfield County, Wisconsin E122043 entity
Predicate contains P35 FINISHED
Object Town of Barnes, Wisconsin
The Town of Barnes is a small rural community in northern Wisconsin known for its forests, lakes, and outdoor recreation opportunities.
E519241 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: Town of Barnes, Wisconsin | Statement: [Bayfield County, Wisconsin, contains, Town of Barnes, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Town of Barnes, Wisconsin
Context triple: [Bayfield County, Wisconsin, contains, Town of Barnes, Wisconsin]
  • A. Town of Bartelme, Wisconsin
    The Town of Bartelme is a small rural municipality in north-central Wisconsin known for its forested landscape and close-knit community.
  • B. Town of Bristol, Wisconsin
    The Town of Bristol, Wisconsin is a small rural community in Dane County known for its agricultural landscape and proximity to the Madison metropolitan area.
  • C. Town of Wheatland, Wisconsin
    The Town of Wheatland is a rural municipality in southeastern Wisconsin known for its agricultural landscape and small-community character within the greater Kenosha County area.
  • D. Town of Dunn, Wisconsin
    The Town of Dunn, Wisconsin is a rural community in Dane County known for its agricultural landscape, conservation areas, and recreational access to nearby lakes and natural resources.
  • E. Town of Burke, Wisconsin
    The Town of Burke, Wisconsin is a small suburban community in Dane County, situated near the city of Madison and characterized by a mix of residential, agricultural, and light commercial areas.
  • 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: Town of Barnes, Wisconsin
Triple: [Bayfield County, Wisconsin, contains, Town of Barnes, Wisconsin]
Generated description
The Town of Barnes is a small rural community in northern Wisconsin known for its forests, lakes, and outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Town of Barnes, Wisconsin
Target entity description: The Town of Barnes is a small rural community in northern Wisconsin known for its forests, lakes, and outdoor recreation opportunities.
  • A. Town of Bartelme, Wisconsin
    The Town of Bartelme is a small rural municipality in north-central Wisconsin known for its forested landscape and close-knit community.
  • B. Town of Bristol, Wisconsin
    The Town of Bristol, Wisconsin is a small rural community in Dane County known for its agricultural landscape and proximity to the Madison metropolitan area.
  • C. Town of Wheatland, Wisconsin
    The Town of Wheatland is a rural municipality in southeastern Wisconsin known for its agricultural landscape and small-community character within the greater Kenosha County area.
  • D. Town of Dunn, Wisconsin
    The Town of Dunn, Wisconsin is a rural community in Dane County known for its agricultural landscape, conservation areas, and recreational access to nearby lakes and natural resources.
  • E. Town of Burke, Wisconsin
    The Town of Burke, Wisconsin is a small suburban community in Dane County, situated near the city of Madison and characterized by a mix of residential, agricultural, and light commercial areas.
  • 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_69bd46400768819092925d461c0b8432 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91bce47c8190b9fd23444e636cdd completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ad3a3d88190bacde12f515d9971 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3ba6784081908b19717290b7ba3d completed March 22, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69bf3c1ad4d8819093aeb94f62eb1086 completed March 22, 2026, 12:47 a.m.
Created at: March 20, 2026, 2:07 p.m.