Triple

T13118278
Position Surface form Disambiguated ID Type / Status
Subject Northampton Township, Bucks County, Pennsylvania E311653 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Council Rock School District
Council Rock School District is a public school district in Bucks County, Pennsylvania, serving students from several suburban communities including Northampton Township.
 E1022297 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: Council Rock School District | Statement: [Northampton Township, Bucks County, Pennsylvania, hasSchoolDistrict, Council Rock School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Council Rock School District
Context triple: [Northampton Township, Bucks County, Pennsylvania, hasSchoolDistrict, Council Rock School District]
  • A. Clinton School District
    Clinton School District is a public school district serving students in and around the city of Clinton in Henry County, Missouri.
  • B. Clinton Public School District
    Clinton Public School District is a public school system serving students in the city of Clinton, Mississippi, providing K–12 education through multiple schools.
  • C. Chelsea School District
    Chelsea School District is a public school district serving students in and around the city of Chelsea in southeastern Michigan.
  • D. Rockwood School District
    Rockwood School District is a large public school system in the western suburbs of St. Louis, Missouri, known for its high academic performance and comprehensive educational programs.
  • E. Taylor School District
    Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
  • 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: Council Rock School District
Triple: [Northampton Township, Bucks County, Pennsylvania, hasSchoolDistrict, Council Rock School District]
Generated description
Council Rock School District is a public school district in Bucks County, Pennsylvania, serving students from several suburban communities including Northampton Township.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Council Rock School District
Target entity description: Council Rock School District is a public school district in Bucks County, Pennsylvania, serving students from several suburban communities including Northampton Township.
  • A. Clinton School District
    Clinton School District is a public school district serving students in and around the city of Clinton in Henry County, Missouri.
  • B. Clinton Public School District
    Clinton Public School District is a public school system serving students in the city of Clinton, Mississippi, providing K–12 education through multiple schools.
  • C. Chelsea School District
    Chelsea School District is a public school district serving students in and around the city of Chelsea in southeastern Michigan.
  • D. Rockwood School District
    Rockwood School District is a large public school system in the western suburbs of St. Louis, Missouri, known for its high academic performance and comprehensive educational programs.
  • E. Taylor School District
    Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98182011c8190a504678affbb7787 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e284c3c881909d65e2ba89fbe7af completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e383dd8c8190872304c99b753152 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e47b052c8190a6f6ca5a6bd210f5 completed May 3, 2026, 6 a.m.
Created at: April 9, 2026, 9:06 p.m.