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.