Triple

T15427195
Position Surface form Disambiguated ID Type / Status
Subject Hermantown, Minnesota E369541 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Hermantown Community Schools
Hermantown Community Schools is the public school district serving students in the city of Hermantown, Minnesota and its surrounding area.
 E1156186 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: Hermantown Community Schools | Statement: [Hermantown, Minnesota, hasSchoolDistrict, Hermantown Community Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hermantown Community Schools
Context triple: [Hermantown, Minnesota, hasSchoolDistrict, Hermantown Community Schools]
  • A. Bismarck Public Schools
    Bismarck Public Schools is the main public school district serving the city of Bismarck, North Dakota, overseeing multiple elementary, middle, and high schools in the area.
  • B. Hibbing Public Schools
    Hibbing Public Schools is a public school district in Hibbing, Minnesota, responsible for operating Hibbing High School and other local schools in the community.
  • C. Howard-Winneshiek Community School District
    Howard-Winneshiek Community School District is a public school district serving students in and around Howard County in northeastern Iowa.
  • D. Burnsville–Eagan–Savage School District 191
    Burnsville–Eagan–Savage School District 191 is a public school district in Minnesota that serves the communities of Burnsville, Eagan, and Savage with K–12 education.
  • E. Minneapolis Public Schools
    Minneapolis Public Schools is the public school district serving the city of Minneapolis, Minnesota, overseeing a network of elementary, middle, and high schools.
  • 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: Hermantown Community Schools
Triple: [Hermantown, Minnesota, hasSchoolDistrict, Hermantown Community Schools]
Generated description
Hermantown Community Schools is the public school district serving students in the city of Hermantown, Minnesota and its surrounding area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hermantown Community Schools
Target entity description: Hermantown Community Schools is the public school district serving students in the city of Hermantown, Minnesota and its surrounding area.
  • A. Bismarck Public Schools
    Bismarck Public Schools is the main public school district serving the city of Bismarck, North Dakota, overseeing multiple elementary, middle, and high schools in the area.
  • B. Hibbing Public Schools
    Hibbing Public Schools is a public school district in Hibbing, Minnesota, responsible for operating Hibbing High School and other local schools in the community.
  • C. Howard-Winneshiek Community School District
    Howard-Winneshiek Community School District is a public school district serving students in and around Howard County in northeastern Iowa.
  • D. Burnsville–Eagan–Savage School District 191
    Burnsville–Eagan–Savage School District 191 is a public school district in Minnesota that serves the communities of Burnsville, Eagan, and Savage with K–12 education.
  • E. Minneapolis Public Schools
    Minneapolis Public Schools is the public school district serving the city of Minneapolis, Minnesota, overseeing a network of elementary, middle, and high schools.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ec1fb288190a3625b8e4f487dd1 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a8099448190be71f7b649c7e545 completed May 9, 2026, 11:29 a.m.
NEDg Description generation batch_69ff1b5a328c81909aaa74c6f002875c completed May 9, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69ff1bdb39b481908f0b1df595837bc4 completed May 9, 2026, 11:34 a.m.
Created at: April 10, 2026, 3:20 a.m.