Triple

T14758186
Position Surface form Disambiguated ID Type / Status
Subject Langlade County, Wisconsin E346785 entity
Predicate hasVillage P4011 FINISHED
Object Mattoon, Wisconsin
Mattoon, Wisconsin is a small rural village located in Langlade County in the north-central region of the state.
E1156969 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: Mattoon, Wisconsin | Statement: [Langlade County, Wisconsin, hasVillage, Mattoon, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mattoon, Wisconsin
Context triple: [Langlade County, Wisconsin, hasVillage, Mattoon, Wisconsin]
  • A. Mukwonago, Wisconsin
    Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
  • B. Waubeka, Wisconsin
    Waubeka, Wisconsin is an unincorporated community in Ozaukee County known as the birthplace of Flag Day in the United States.
  • C. Manawa, Wisconsin
    Manawa, Wisconsin is a small city in central Wisconsin known for its rural character and annual rodeo events.
  • D. Waunakee, Wisconsin
    Waunakee, Wisconsin is a village in Dane County known as a growing suburban community just north of Madison.
  • E. Wilmot, Wisconsin
    Wilmot, Wisconsin is a small unincorporated community in Kenosha County known for its proximity to the Wilmot Mountain ski and snowboard area.
  • 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: Mattoon, Wisconsin
Triple: [Langlade County, Wisconsin, hasVillage, Mattoon, Wisconsin]
Generated description
Mattoon, Wisconsin is a small rural village located in Langlade County in the north-central region of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mattoon, Wisconsin
Target entity description: Mattoon, Wisconsin is a small rural village located in Langlade County in the north-central region of the state.
  • A. Mukwonago, Wisconsin
    Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
  • B. Waubeka, Wisconsin
    Waubeka, Wisconsin is an unincorporated community in Ozaukee County known as the birthplace of Flag Day in the United States.
  • C. Manawa, Wisconsin
    Manawa, Wisconsin is a small city in central Wisconsin known for its rural character and annual rodeo events.
  • D. Waunakee, Wisconsin
    Waunakee, Wisconsin is a village in Dane County known as a growing suburban community just north of Madison.
  • E. Wilmot, Wisconsin
    Wilmot, Wisconsin is a small unincorporated community in Kenosha County known for its proximity to the Wilmot Mountain ski and snowboard area.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f0f5a48190af008352c26574d7 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff218f11008190bd4837f900746d1a completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff2248c514819084cfe899478129d9 completed May 9, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff229cec3081908c7f904a09613d01 completed May 9, 2026, 12:03 p.m.
Created at: April 10, 2026, 1:30 a.m.