Triple

T21411738
Position Surface form Disambiguated ID Type / Status
Subject Portage County, Wisconsin E528187 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Custer, Wisconsin
Custer, Wisconsin is a small unincorporated community in central Wisconsin known for hosting the annual Midwest Renewable Energy Fair.
E1494436 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: Custer, Wisconsin | Statement: [Portage County, Wisconsin, hasUnincorporatedCommunity, Custer, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Custer, Wisconsin
Context triple: [Portage County, Wisconsin, hasUnincorporatedCommunity, Custer, Wisconsin]
  • A. 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.
  • B. Cutler, Wisconsin
    Cutler, Wisconsin is a small unincorporated community located within Juneau County in the central part of the state.
  • C. Sturtevant, Wisconsin
    Sturtevant, Wisconsin is a small village in Racine County known for its industrial base, residential communities, and regional rail connectivity between Milwaukee and Chicago.
  • D. Osceola, Wisconsin
    Osceola, Wisconsin is a small village in western Wisconsin known as the birthplace of influential American furniture designer and Arts and Crafts movement leader Gustav Stickley.
  • E. Necedah, Wisconsin
    Necedah, Wisconsin is a small village in central Wisconsin known as a gateway to nearby wildlife refuges and outdoor recreation 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: Custer, Wisconsin
Triple: [Portage County, Wisconsin, hasUnincorporatedCommunity, Custer, Wisconsin]
Generated description
Custer, Wisconsin is a small unincorporated community in central Wisconsin known for hosting the annual Midwest Renewable Energy Fair.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Custer, Wisconsin
Target entity description: Custer, Wisconsin is a small unincorporated community in central Wisconsin known for hosting the annual Midwest Renewable Energy Fair.
  • A. 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.
  • B. Cutler, Wisconsin
    Cutler, Wisconsin is a small unincorporated community located within Juneau County in the central part of the state.
  • C. Sturtevant, Wisconsin
    Sturtevant, Wisconsin is a small village in Racine County known for its industrial base, residential communities, and regional rail connectivity between Milwaukee and Chicago.
  • D. Osceola, Wisconsin
    Osceola, Wisconsin is a small village in western Wisconsin known as the birthplace of influential American furniture designer and Arts and Crafts movement leader Gustav Stickley.
  • E. Necedah, Wisconsin
    Necedah, Wisconsin is a small village in central Wisconsin known as a gateway to nearby wildlife refuges and outdoor recreation 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_69e0c454c248819093425d1099101c09 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b1fe2cd08190bfaf28daae4f5233 completed April 22, 2026, 11:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f7f236081909986f17b2fbb1ddb completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10106ab4819096045effbbdfe95e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10c8c5bc8190add0ee63eb338964 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 5:43 p.m.