Triple

T6922486
Position Surface form Disambiguated ID Type / Status
Subject Marinette County, Wisconsin E160220 entity
Predicate contains P35 FINISHED
Object Village of Amberg, Wisconsin
The Village of Amberg, Wisconsin is a small rural community in northeastern Wisconsin known for its forested surroundings, outdoor recreation opportunities, and proximity to the Peshtigo River.
 E628585 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: Village of Amberg, Wisconsin | Statement: [Marinette County, Wisconsin, contains, Village of Amberg, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Village of Amberg, Wisconsin
Context triple: [Marinette County, Wisconsin, contains, Village of Amberg, Wisconsin]
  • A. Village of Rochester, Wisconsin
    The Village of Rochester is a small incorporated community in southeastern Wisconsin known for its rural character and location along the Fox River.
  • B. Village of Sturtevant, Wisconsin
    The Village of Sturtevant is a small suburban community in southeastern Wisconsin known for its residential neighborhoods, local industry, and proximity to the city of Racine.
  • C. Village of Waterford, Wisconsin
    The Village of Waterford is a small incorporated community in southeastern Wisconsin known for its residential character and proximity to the Fox River.
  • D. Village of Mount Pleasant, Wisconsin
    The Village of Mount Pleasant is a suburban community in southeastern Wisconsin known for its residential neighborhoods, commercial development, and proximity to the city of Racine and Lake Michigan.
  • E. Village of Union Grove, Wisconsin
    The Village of Union Grove is a small incorporated community in southeastern Wisconsin known for its residential character and local agricultural roots.
  • 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: Village of Amberg, Wisconsin
Triple: [Marinette County, Wisconsin, contains, Village of Amberg, Wisconsin]
Generated description
The Village of Amberg, Wisconsin is a small rural community in northeastern Wisconsin known for its forested surroundings, outdoor recreation opportunities, and proximity to the Peshtigo River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Village of Amberg, Wisconsin
Target entity description: The Village of Amberg, Wisconsin is a small rural community in northeastern Wisconsin known for its forested surroundings, outdoor recreation opportunities, and proximity to the Peshtigo River.
  • A. Village of Rochester, Wisconsin
    The Village of Rochester is a small incorporated community in southeastern Wisconsin known for its rural character and location along the Fox River.
  • B. Village of Sturtevant, Wisconsin
    The Village of Sturtevant is a small suburban community in southeastern Wisconsin known for its residential neighborhoods, local industry, and proximity to the city of Racine.
  • C. Village of Waterford, Wisconsin
    The Village of Waterford is a small incorporated community in southeastern Wisconsin known for its residential character and proximity to the Fox River.
  • D. Village of Mount Pleasant, Wisconsin
    The Village of Mount Pleasant is a suburban community in southeastern Wisconsin known for its residential neighborhoods, commercial development, and proximity to the city of Racine and Lake Michigan.
  • E. Village of Union Grove, Wisconsin
    The Village of Union Grove is a small incorporated community in southeastern Wisconsin known for its residential character and local agricultural roots.
  • 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_69c6884d350081908d8a970e4d40ad78 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9fd159c819092a69d1a24e22dd5 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75137dd848190b35ff72725f886ba completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751ebf4f48190bb206dd9c1d8bc7b completed March 28, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c75264e65081908859551feaf1006c completed March 28, 2026, 4 a.m.
Created at: March 27, 2026, 2:26 p.m.