Triple

T13424431
Position Surface form Disambiguated ID Type / Status
Subject Luverne, Minnesota E313438 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Luverne Public Schools
Luverne Public Schools is the public school district serving students in the community of Luverne, Minnesota.
 E1038726 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: Luverne Public Schools | Statement: [Luverne, Minnesota, hasPublicSchoolDistrict, Luverne Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luverne Public Schools
Context triple: [Luverne, Minnesota, hasPublicSchoolDistrict, Luverne Public Schools]
  • A. White River Valley School District
    White River Valley School District is a public school district serving students in the rural communities of Greene County, Indiana.
  • 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. Lee Public Schools
    Lee Public Schools is the public school district serving students in the town of Lee, Massachusetts.
  • D. White River School District
    White River School District is a public school district serving students in and around the city of Buckley in Washington State.
  • E. Marysville Exempted Village School District
    Marysville Exempted Village School District is a public school district serving students in and around the city of Marysville in Union County, Ohio.
  • 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: Luverne Public Schools
Triple: [Luverne, Minnesota, hasPublicSchoolDistrict, Luverne Public Schools]
Generated description
Luverne Public Schools is the public school district serving students in the community of Luverne, Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luverne Public Schools
Target entity description: Luverne Public Schools is the public school district serving students in the community of Luverne, Minnesota.
  • A. White River Valley School District
    White River Valley School District is a public school district serving students in the rural communities of Greene County, Indiana.
  • 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. Lee Public Schools
    Lee Public Schools is the public school district serving students in the town of Lee, Massachusetts.
  • D. White River School District
    White River School District is a public school district serving students in and around the city of Buckley in Washington State.
  • E. Marysville Exempted Village School District
    Marysville Exempted Village School District is a public school district serving students in and around the city of Marysville in Union County, Ohio.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed066408190a416880affd8416e completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7308673488190a64f4b205899605b completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7316101e48190b3ec59a4376a0562 completed May 3, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_69f731f8e98c8190becfad8e3a371484 completed May 3, 2026, 11:31 a.m.
Created at: April 9, 2026, 9:39 p.m.