Triple

T10128833
Position Surface form Disambiguated ID Type / Status
Subject Montgomery County, Pennsylvania E226281 entity
Predicate containsSchoolDistrict P226 FINISHED
Object North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
 E841739 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: North Penn School District | Statement: [Montgomery County, Pennsylvania, containsSchoolDistrict, North Penn School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Penn School District
Context triple: [Montgomery County, Pennsylvania, containsSchoolDistrict, North Penn School District]
  • A. Norristown Area School District
    Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown and surrounding communities.
  • B. William Penn School District
    William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
  • C. Bensalem Township School District
    Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
  • D. North Schuylkill School District
    North Schuylkill School District is a public school district in Pennsylvania that serves students from Frackville and surrounding communities in the Schuylkill County region.
  • E. Pennsbury School District
    Pennsbury School District is a public school district in Bucks County, Pennsylvania, serving Yardley and surrounding communities with K–12 education.
  • 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: North Penn School District
Triple: [Montgomery County, Pennsylvania, containsSchoolDistrict, North Penn School District]
Generated description
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Penn School District
Target entity description: North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
  • A. Norristown Area School District
    Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown and surrounding communities.
  • B. William Penn School District
    William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
  • C. Bensalem Township School District
    Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
  • D. North Schuylkill School District
    North Schuylkill School District is a public school district in Pennsylvania that serves students from Frackville and surrounding communities in the Schuylkill County region.
  • E. Pennsbury School District
    Pennsbury School District is a public school district in Bucks County, Pennsylvania, serving Yardley and surrounding communities with K–12 education.
  • 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_69ca843057b48190a86730167f5d6b98 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd333186c819088bbf617967f24fa completed April 2, 2026, 2:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc72848481909dcbfc9fe3f6d379 completed April 5, 2026, 8:56 p.m.
NEDg Description generation batch_69d2cda6452c81908d67ea322da3cf70 completed April 5, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce71fa888190b8dd13df83a2cd78 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:05 p.m.