Triple

T14313728
Position Surface form Disambiguated ID Type / Status
Subject New Ulm, Minnesota E354898 entity
Predicate hasEducationalInstitution P113 FINISHED
Object New Ulm Public Schools
New Ulm Public Schools is the public school district serving students in the city of New Ulm, Minnesota and the surrounding area.
E1093937 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: New Ulm Public Schools | Statement: [New Ulm, Minnesota, hasEducationalInstitution, New Ulm Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Ulm Public Schools
Context triple: [New Ulm, Minnesota, hasEducationalInstitution, New Ulm Public 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. Owatonna Senior High School
    Owatonna Senior High School is the main public high school serving students in the city of Owatonna, Minnesota.
  • 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. Schleswig Community School District
    Schleswig Community School District is a public school district serving the educational needs of students in and around the community of Schleswig in western Iowa.
  • E. Fort Zumwalt School District
    Fort Zumwalt School District is a large public school district serving students in O'Fallon and surrounding communities in St. Charles County, Missouri.
  • 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: New Ulm Public Schools
Triple: [New Ulm, Minnesota, hasEducationalInstitution, New Ulm Public Schools]
Generated description
New Ulm Public Schools is the public school district serving students in the city of New Ulm, Minnesota and the surrounding area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Ulm Public Schools
Target entity description: New Ulm Public Schools is the public school district serving students in the city of New Ulm, Minnesota and the 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. Owatonna Senior High School
    Owatonna Senior High School is the main public high school serving students in the city of Owatonna, Minnesota.
  • 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. Schleswig Community School District
    Schleswig Community School District is a public school district serving the educational needs of students in and around the community of Schleswig in western Iowa.
  • E. Fort Zumwalt School District
    Fort Zumwalt School District is a large public school district serving students in O'Fallon and surrounding communities in St. Charles County, Missouri.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de85b49e5481909b9ffab2d922e284 completed April 14, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4687c6bc819088452892128c420e completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47e2b8d481909ed8274a96615b36 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd4879b2688190ac208545ae226c93 completed May 8, 2026, 2:20 a.m.
Created at: April 10, 2026, 1:12 a.m.