Triple

T6742079
Position Surface form Disambiguated ID Type / Status
Subject Pittsfield, Massachusetts E154105 entity
Predicate schoolDistrict P226 FINISHED
Object Pittsfield Public Schools
Pittsfield Public Schools is the public school district serving students in the city of Pittsfield, Massachusetts.
 E615402 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: Pittsfield Public Schools | Statement: [Pittsfield, Massachusetts, schoolDistrict, Pittsfield Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pittsfield Public Schools
Context triple: [Pittsfield, Massachusetts, schoolDistrict, Pittsfield Public Schools]
  • A. Berkshire Hills Regional School District
    Berkshire Hills Regional School District is a public school district in western Massachusetts that serves several communities in the Berkshire County area.
  • B. Newton Public Schools
    Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
  • C. Brockton Public Schools
    Brockton Public Schools is the public school district serving students in the city of Brockton, Massachusetts.
  • D. Windham School District
    Windham School District is the public school system serving the town of Windham in southern New Hampshire.
  • E. Apponequet Regional High School
    Apponequet Regional High School is a public secondary school serving students from Lakeville and surrounding communities in southeastern Massachusetts.
  • 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: Pittsfield Public Schools
Triple: [Pittsfield, Massachusetts, schoolDistrict, Pittsfield Public Schools]
Generated description
Pittsfield Public Schools is the public school district serving students in the city of Pittsfield, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pittsfield Public Schools
Target entity description: Pittsfield Public Schools is the public school district serving students in the city of Pittsfield, Massachusetts.
  • A. Berkshire Hills Regional School District
    Berkshire Hills Regional School District is a public school district in western Massachusetts that serves several communities in the Berkshire County area.
  • B. Newton Public Schools
    Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
  • C. Brockton Public Schools
    Brockton Public Schools is the public school district serving students in the city of Brockton, Massachusetts.
  • D. Windham School District
    Windham School District is the public school system serving the town of Windham in southern New Hampshire.
  • E. Apponequet Regional High School
    Apponequet Regional High School is a public secondary school serving students from Lakeville and surrounding communities in southeastern Massachusetts.
  • 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_69c6880d84d8819095d19de2295f26ac completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1b245988190a9d5260f4872bbea completed March 27, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b0fb79c8190ae9871b7b2d9d733 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70c4111848190906b0e43cf4ae325 completed March 27, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69c70cbb8644819091a8a9c061dfd605 completed March 27, 2026, 11:03 p.m.
Created at: March 27, 2026, 2:10 p.m.