Triple

T4282628
Position Surface form Disambiguated ID Type / Status
Subject Pottstown, Pennsylvania E97188 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Pottstown School District
Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
 E426352 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: Pottstown School District | Statement: [Pottstown, Pennsylvania, hasEducationalInstitution, Pottstown School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pottstown School District
Context triple: [Pottstown, Pennsylvania, hasEducationalInstitution, Pottstown School District]
  • A. Pottsville Area School District
    Pottsville Area School District is a public school district serving students in and around the city of Pottsville in Schuylkill County, Pennsylvania.
  • B. 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.
  • 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. Norristown Area High School
    Norristown Area High School is a public secondary school serving students in the Norristown, Pennsylvania area.
  • E. Easton Public Schools
    Easton Public Schools is the public school district serving the town of Easton, Connecticut, providing primary and secondary education to local students.
  • 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: Pottstown School District
Triple: [Pottstown, Pennsylvania, hasEducationalInstitution, Pottstown School District]
Generated description
Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pottstown School District
Target entity description: Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
  • A. Pottsville Area School District
    Pottsville Area School District is a public school district serving students in and around the city of Pottsville in Schuylkill County, Pennsylvania.
  • B. 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.
  • 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. Norristown Area High School
    Norristown Area High School is a public secondary school serving students in the Norristown, Pennsylvania area.
  • E. Easton Public Schools
    Easton Public Schools is the public school district serving the town of Easton, Connecticut, providing primary and secondary education to local students.
  • 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3503a84548190989a96d1a30d6ef7 completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7bec1a88190bd36ed6d48e1c94e completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b870a66c8190a59bfc0e99234596 completed March 14, 2026, 7:35 p.m.
NED2 Entity disambiguation (via description) batch_69b5b908fad88190846278c782a10cdb completed March 14, 2026, 7:37 p.m.
Created at: March 12, 2026, 11:07 p.m.