Triple

T10056653
Position Surface form Disambiguated ID Type / Status
Subject South Butler County School District E208879 entity
Predicate operatesSchool P226 FINISHED
Object Knoch High School
Knoch High School is a public secondary school serving students in the South Butler County area of Pennsylvania.
 E838631 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: Knoch High School | Statement: [South Butler County School District, operatesSchool, Knoch High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Knoch High School
Context triple: [South Butler County School District, operatesSchool, Knoch High School]
  • A. Charles D. Owen High School
    Charles D. Owen High School is a public high school in North Carolina best known for being the alma mater of former NBA All-Star and ESPN analyst Brad Daugherty.
  • B. Richard Gahr High School
    Richard Gahr High School is a public high school in Cerritos, California, known for its diverse student body and strong academic and extracurricular programs.
  • C. Kathleen High School
    Kathleen High School is a public high school in Lakeland, Florida, best known for being the alma mater of Pro Football Hall of Famer Ray Lewis.
  • D. Grant High School
    Grant High School is a secondary school that serves students from the Grant Park area.
  • E. Ross High School
    Ross High School is a secondary school serving the town of Tranent and the surrounding area in East Lothian, Scotland.
  • 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: Knoch High School
Triple: [South Butler County School District, operatesSchool, Knoch High School]
Generated description
Knoch High School is a public secondary school serving students in the South Butler County area of Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Knoch High School
Target entity description: Knoch High School is a public secondary school serving students in the South Butler County area of Pennsylvania.
  • A. Charles D. Owen High School
    Charles D. Owen High School is a public high school in North Carolina best known for being the alma mater of former NBA All-Star and ESPN analyst Brad Daugherty.
  • B. Richard Gahr High School
    Richard Gahr High School is a public high school in Cerritos, California, known for its diverse student body and strong academic and extracurricular programs.
  • C. Kathleen High School
    Kathleen High School is a public high school in Lakeland, Florida, best known for being the alma mater of Pro Football Hall of Famer Ray Lewis.
  • D. Grant High School
    Grant High School is a secondary school that serves students from the Grant Park area.
  • E. Ross High School
    Ross High School is a secondary school serving the town of Tranent and the surrounding area in East Lothian, Scotland.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfae503881909b9f016da4e2207d completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a5258788190a4ecdefa5b520609 completed April 5, 2026, 5:22 p.m.
NEDg Description generation batch_69d29b7430248190b8965eaf1286dd7c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7ba9f081908f4614098d6c954b completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:57 p.m.