Triple

T4826399
Position Surface form Disambiguated ID Type / Status
Subject Miners Mills E107834 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Wilkes-Barre Area School District
Wilkes-Barre Area School District is a public school district in northeastern Pennsylvania that serves students in the city of Wilkes-Barre and several surrounding communities.
E472521 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: Wilkes-Barre Area School District | Statement: [Miners Mills, hasPublicSchoolDistrict, Wilkes-Barre Area School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wilkes-Barre Area School District
Context triple: [Miners Mills, hasPublicSchoolDistrict, Wilkes-Barre Area 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. 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.
  • C. Pottstown School District
    Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
  • D. William Penn School District
    William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
  • E. 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.
  • 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: Wilkes-Barre Area School District
Triple: [Miners Mills, hasPublicSchoolDistrict, Wilkes-Barre Area School District]
Generated description
Wilkes-Barre Area School District is a public school district in northeastern Pennsylvania that serves students in the city of Wilkes-Barre and several surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wilkes-Barre Area School District
Target entity description: Wilkes-Barre Area School District is a public school district in northeastern Pennsylvania that serves students in the city of Wilkes-Barre and several surrounding communities.
  • 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. 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.
  • C. Pottstown School District
    Pottstown School District is a public school system serving students in the borough of Pottstown in southeastern Pennsylvania.
  • D. William Penn School District
    William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
  • E. 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.
  • 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_69bd43fac8188190803f0327190621e4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6caf22308190a2048ec6acfa5af2 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dcd3ecc8190a5223f00344019ff completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4e61a9a8819096e3c4ba7612de85 completed March 21, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69be4f107e7c8190aec4a7bcf0520ec9 completed March 21, 2026, 7:56 a.m.
Created at: March 20, 2026, 1:24 p.m.