Triple

T8851403
Position Surface form Disambiguated ID Type / Status
Subject Cedarburg, Wisconsin E210645 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Cedarburg School District
Cedarburg School District is a public school district serving students in and around the city of Cedarburg in southeastern Wisconsin.
 E763536 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: Cedarburg School District | Statement: [Cedarburg, Wisconsin, hasSchoolDistrict, Cedarburg School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cedarburg School District
Context triple: [Cedarburg, Wisconsin, hasSchoolDistrict, Cedarburg School District]
  • A. Mukwonago Area School District
    Mukwonago Area School District is a public school district serving students in and around the village of Mukwonago in southeastern Wisconsin.
  • B. Chippewa Valley Schools
    Chippewa Valley Schools is a public school district in Michigan that provides K–12 education to students in Clinton Township and surrounding communities.
  • C. Cedarburg, Wisconsin
    Cedarburg, Wisconsin is a historic small city in Ozaukee County known for its well-preserved 19th-century downtown, stone buildings, and cultural festivals just north of Milwaukee.
  • D. Kenosha Unified School District
    Kenosha Unified School District is a public school district in Kenosha, Wisconsin, responsible for operating numerous elementary, middle, and high schools in the area.
  • E. Racine Unified School District
    Racine Unified School District is the public school system serving the city of Racine and surrounding communities in southeastern Wisconsin.
  • 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: Cedarburg School District
Triple: [Cedarburg, Wisconsin, hasSchoolDistrict, Cedarburg School District]
Generated description
Cedarburg School District is a public school district serving students in and around the city of Cedarburg in southeastern Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cedarburg School District
Target entity description: Cedarburg School District is a public school district serving students in and around the city of Cedarburg in southeastern Wisconsin.
  • A. Mukwonago Area School District
    Mukwonago Area School District is a public school district serving students in and around the village of Mukwonago in southeastern Wisconsin.
  • B. Chippewa Valley Schools
    Chippewa Valley Schools is a public school district in Michigan that provides K–12 education to students in Clinton Township and surrounding communities.
  • C. Cedarburg, Wisconsin
    Cedarburg, Wisconsin is a historic small city in Ozaukee County known for its well-preserved 19th-century downtown, stone buildings, and cultural festivals just north of Milwaukee.
  • D. Kenosha Unified School District
    Kenosha Unified School District is a public school district in Kenosha, Wisconsin, responsible for operating numerous elementary, middle, and high schools in the area.
  • E. Racine Unified School District
    Racine Unified School District is the public school system serving the city of Racine and surrounding communities in southeastern Wisconsin.
  • 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c2300c819097b1ca6ebe2f749a completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa08315fc8190b901adfc76348e18 completed April 3, 2026, 11:12 a.m.
NEDg Description generation batch_69cfa2a53044819099aa7bb401cd4ba6 completed April 3, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69cfa3a03b7c819085fa31d853c79392 completed April 3, 2026, 11:25 a.m.
Created at: March 30, 2026, 6:49 p.m.