Triple

T10056655
Position Surface form Disambiguated ID Type / Status
Subject South Butler County School District E208879 entity
Predicate operatesSchool P226 FINISHED
Object Knoch Intermediate School
Knoch Intermediate School is a public intermediate-level school serving students in the South Butler County area of Pennsylvania as part of the South Butler County School District.
E842783 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 Intermediate School | Statement: [South Butler County School District, operatesSchool, Knoch Intermediate School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knoch Intermediate School
Context triple: [South Butler County School District, operatesSchool, Knoch Intermediate School]
  • A. Birchwood Intermediate School
    Birchwood Intermediate School is a public elementary school serving students in the South Huntington area of Long Island, New York.
  • B. R. J. O. Intermediate School
    R. J. O. Intermediate School is a public intermediate-level school serving students in the Kings Park area of New York.
  • C. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • D. Runkle School
    Runkle School is a public K–8 elementary school located in Brookline, Massachusetts, serving students in the local community as part of the town’s public school system.
  • E. Blach Intermediate School
    Blach Intermediate School is a public middle school serving grades 7–8 in Los Altos, California.
  • 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 Intermediate School
Triple: [South Butler County School District, operatesSchool, Knoch Intermediate School]
Generated description
Knoch Intermediate School is a public intermediate-level school serving students in the South Butler County area of Pennsylvania as part of the South Butler County School District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Knoch Intermediate School
Target entity description: Knoch Intermediate School is a public intermediate-level school serving students in the South Butler County area of Pennsylvania as part of the South Butler County School District.
  • A. Birchwood Intermediate School
    Birchwood Intermediate School is a public elementary school serving students in the South Huntington area of Long Island, New York.
  • B. R. J. O. Intermediate School
    R. J. O. Intermediate School is a public intermediate-level school serving students in the Kings Park area of New York.
  • C. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • D. Runkle School
    Runkle School is a public K–8 elementary school located in Brookline, Massachusetts, serving students in the local community as part of the town’s public school system.
  • E. Blach Intermediate School
    Blach Intermediate School is a public middle school serving grades 7–8 in Los Altos, California.
  • 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_69d2cba6971c819090689917cd9b5b7c completed April 5, 2026, 8:52 p.m.
NEDg Description generation batch_69d2cfa81f8c8190979801cd4066ae93 completed April 5, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69d2cff943488190b3e6e1dbdef1a95e completed April 5, 2026, 9:11 p.m.
Created at: March 30, 2026, 8:57 p.m.