Triple

T5843775
Position Surface form Disambiguated ID Type / Status
Subject Buckeye, Arizona E129656 entity
Predicate schoolDistrict P226 FINISHED
Object Buckeye Union High School District
Buckeye Union High School District is a public school district serving high school students in and around the city of Buckeye in Maricopa County, Arizona.
 E549917 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: Buckeye Union High School District | Statement: [Buckeye, Arizona, schoolDistrict, Buckeye Union High School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buckeye Union High School District
Context triple: [Buckeye, Arizona, schoolDistrict, Buckeye Union High School District]
  • A. Buckeye Union School District
    Buckeye Union School District is a public school district in El Dorado County, California, providing elementary and middle school education to students in communities such as El Dorado Hills.
  • B. Buckeye Elementary School District
    Buckeye Elementary School District is a public school district serving elementary and middle-grade students in the city of Buckeye, Arizona.
  • C. Wapakoneta City School District
    Wapakoneta City School District is a public school system serving students in and around the city of Wapakoneta in western Ohio.
  • D. Lorain City School District
    Lorain City School District is the public school system serving students in the city of Lorain, Ohio.
  • E. Rocky River City School District
    Rocky River City School District is a public school district serving students in the suburban community of Rocky River, Ohio, providing K–12 education across multiple 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: Buckeye Union High School District
Triple: [Buckeye, Arizona, schoolDistrict, Buckeye Union High School District]
Generated description
Buckeye Union High School District is a public school district serving high school students in and around the city of Buckeye in Maricopa County, Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Buckeye Union High School District
Target entity description: Buckeye Union High School District is a public school district serving high school students in and around the city of Buckeye in Maricopa County, Arizona.
  • A. Buckeye Union School District
    Buckeye Union School District is a public school district in El Dorado County, California, providing elementary and middle school education to students in communities such as El Dorado Hills.
  • B. Buckeye Elementary School District chosen
    Buckeye Elementary School District is a public school district serving elementary and middle-grade students in the city of Buckeye, Arizona.
  • C. Wapakoneta City School District
    Wapakoneta City School District is a public school system serving students in and around the city of Wapakoneta in western Ohio.
  • D. Lorain City School District
    Lorain City School District is the public school system serving students in the city of Lorain, Ohio.
  • E. Rocky River City School District
    Rocky River City School District is a public school district serving students in the suburban community of Rocky River, Ohio, providing K–12 education across multiple schools.
  • F. None of above.

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_69c0084bd31c8190a796bb6284845e83 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c034db104881908c230de0e869f64b completed March 22, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b0fb0f68819091018926ee4c7bb8 completed March 23, 2026, 3:18 a.m.
NEDg Description generation batch_69c0b1cb731481909de9c3fde3595b7b completed March 23, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69c0b27f53608190b2a1f78e3cd1b634 completed March 23, 2026, 3:24 a.m.
Created at: March 22, 2026, 3:55 p.m.