Triple

T1860434
Position Surface form Disambiguated ID Type / Status
Subject Saxonsburg, Pennsylvania E34797 entity
Predicate hasPrimarySchoolDistrict P226 FINISHED
Object South Butler County School District
South Butler County School District is a public school district in Pennsylvania that serves students in and around the Saxonburg area.
E208879 NE FINISHED

How this triple was built (5 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: South Butler County School District | Statement: [Saxonsburg, Pennsylvania, hasPrimarySchoolDistrict, South Butler County School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Butler County School District
Context triple: [Saxonsburg, Pennsylvania, hasPrimarySchoolDistrict, South Butler County School District]
  • A. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • B. Washington County School District
    Washington County School District is the public education system responsible for operating and overseeing the K–12 schools in Washington County, Florida.
  • C. Mercer County Schools
    Mercer County Schools is a public school district in Mercer County, West Virginia, that oversees and operates schools including Bluefield High School.
  • D. Coweta County School System
    Coweta County School System is the public school district responsible for providing K–12 education to students in Coweta County, Georgia.
  • E. Anderson County Schools
    Anderson County Schools is a public school district in Anderson County, Tennessee, responsible for providing K–12 education to students in communities such as Clinton.
  • 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: South Butler County School District
Triple: [Saxonsburg, Pennsylvania, hasPrimarySchoolDistrict, South Butler County School District]
Generated description
South Butler County School District is a public school district in Pennsylvania that serves students in and around the Saxonburg area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Butler County School District
Target entity description: South Butler County School District is a public school district in Pennsylvania that serves students in and around the Saxonburg area.
  • A. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • B. Washington County School District
    Washington County School District is the public education system responsible for operating and overseeing the K–12 schools in Washington County, Florida.
  • C. Mercer County Schools
    Mercer County Schools is a public school district in Mercer County, West Virginia, that oversees and operates schools including Bluefield High School.
  • D. Coweta County School System
    Coweta County School System is the public school district responsible for providing K–12 education to students in Coweta County, Georgia.
  • E. Anderson County Schools
    Anderson County Schools is a public school district in Anderson County, Tennessee, responsible for providing K–12 education to students in communities such as Clinton.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPrimarySchoolDistrict
Context triple: [Saxonsburg, Pennsylvania, hasPrimarySchoolDistrict, South Butler County School District]
  • A. schoolDistrict chosen
    Indicates that one entity is a school district that administers, oversees, or serves the other entity (such as a school or geographic area).
  • B. hasPublicMiddleSchool
    Indicates that a given area or jurisdiction contains at least one publicly funded middle school.
  • C. hasEducationalServiceArea
    Indicates that an entity (such as an educational institution or authority) is responsible for providing educational services within a specified geographic area.
  • D. hasSchool
    Indicates that an entity possesses, is associated with, or is served by a particular school.
  • E. hasParochialSchool
    Indicates that an entity operates, is associated with, or includes a parochial (religious-affiliated) school.
  • F. None of above.

Provenance (6 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb231de14819091da3a20ed03c430 completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1ce296c819093336cbaa257dfd2 completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add229de448190826bbb668c7611a0 completed March 8, 2026, 7:46 p.m.
NED2 Entity disambiguation (via description) batch_69add29e3c50819098ff87d254c25c45 completed March 8, 2026, 7:48 p.m.
PD Predicate disambiguation batch_69abafde4598819099d8229128348fd3 completed March 7, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:34 p.m.