Triple

T3752226
Position Surface form Disambiguated ID Type / Status
Subject Springdale, Arkansas E81357 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Springdale Public Schools
Springdale Public Schools is a large public school district serving students in and around Springdale, Arkansas.
 E384690 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: Springdale Public Schools | Statement: [Springdale, Arkansas, hasEducationalInstitution, Springdale Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springdale Public Schools
Context triple: [Springdale, Arkansas, hasEducationalInstitution, Springdale Public Schools]
  • A. Blue Springs School District
    Blue Springs School District is a public school district serving students in and around the city of Blue Springs, Missouri.
  • B. Estacada School District
    Estacada School District is a public school system serving students in and around the city of Estacada in Clackamas County, Oregon.
  • C. Blue Valley School District
    Blue Valley School District is a highly regarded public school district in the Kansas City metropolitan area known for its strong academic performance and comprehensive K–12 educational programs.
  • D. Durant Community School District
    Durant Community School District is a public school district serving the educational needs of students in and around the city of Durant in eastern Iowa.
  • E. Douglas County School System
    Douglas County School System is the public school district responsible for providing K–12 education to students in Douglas County, Georgia.
  • 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: Springdale Public Schools
Triple: [Springdale, Arkansas, hasEducationalInstitution, Springdale Public Schools]
Generated description
Springdale Public Schools is a large public school district serving students in and around Springdale, Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springdale Public Schools
Target entity description: Springdale Public Schools is a large public school district serving students in and around Springdale, Arkansas.
  • A. Blue Springs School District
    Blue Springs School District is a public school district serving students in and around the city of Blue Springs, Missouri.
  • B. Estacada School District
    Estacada School District is a public school system serving students in and around the city of Estacada in Clackamas County, Oregon.
  • C. Blue Valley School District
    Blue Valley School District is a highly regarded public school district in the Kansas City metropolitan area known for its strong academic performance and comprehensive K–12 educational programs.
  • D. Durant Community School District
    Durant Community School District is a public school district serving the educational needs of students in and around the city of Durant in eastern Iowa.
  • E. Douglas County School System
    Douglas County School System is the public school district responsible for providing K–12 education to students in Douglas County, Georgia.
  • 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_69ad8b19b7b08190a6188804e99c53e9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb92135c819093f6d616d3ad28ff completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db35fa5c81909b26b96cd70ebef8 completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4db9266f881908e31c7646b8c861c completed March 14, 2026, 3:52 a.m.
NED2 Entity disambiguation (via description) batch_69b4df53bb648190af6507919fd4d59d completed March 14, 2026, 4:08 a.m.
Created at: March 8, 2026, 3:35 p.m.