Triple

T8979974
Position Surface form Disambiguated ID Type / Status
Subject Yardley, Pennsylvania E214497 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Pennsbury School District
Pennsbury School District is a public school district in Bucks County, Pennsylvania, serving Yardley and surrounding communities with K–12 education.
 E771552 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: Pennsbury School District | Statement: [Yardley, Pennsylvania, hasSchoolDistrict, Pennsbury School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsbury School District
Context triple: [Yardley, Pennsylvania, hasSchoolDistrict, Pennsbury School District]
  • A. William Penn School District
    William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
  • B. Penn Manor School District
    Penn Manor School District is a public school district serving students in and around the southern part of Lancaster County, Pennsylvania.
  • C. Brandywine School District
    Brandywine School District is a public school district in northern New Castle County, Delaware, serving communities including Claymont and parts of the Wilmington area.
  • D. 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.
  • E. Appoquinimink School District
    Appoquinimink School District is a public school district in southern New Castle County, Delaware, known for serving the rapidly growing communities around Middletown with multiple elementary, middle, and high schools.
  • 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: Pennsbury School District
Triple: [Yardley, Pennsylvania, hasSchoolDistrict, Pennsbury School District]
Generated description
Pennsbury School District is a public school district in Bucks County, Pennsylvania, serving Yardley and surrounding communities with K–12 education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsbury School District
Target entity description: Pennsbury School District is a public school district in Bucks County, Pennsylvania, serving Yardley and surrounding communities with K–12 education.
  • A. William Penn School District
    William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
  • B. Penn Manor School District
    Penn Manor School District is a public school district serving students in and around the southern part of Lancaster County, Pennsylvania.
  • C. Brandywine School District
    Brandywine School District is a public school district in northern New Castle County, Delaware, serving communities including Claymont and parts of the Wilmington area.
  • D. 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.
  • E. Appoquinimink School District
    Appoquinimink School District is a public school district in southern New Castle County, Delaware, known for serving the rapidly growing communities around Middletown with multiple elementary, middle, and high schools.
  • 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_69ca839ea8b88190922c6a326ffcc0d3 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67a615b081909b88e761be879802 completed April 1, 2026, 12:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0afe9688190bdd66198ab31c2c7 completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd14a28d48190b63561f9a537daeb completed April 3, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69cfd1fd6db08190921285c3cfd3ce91 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:03 p.m.