Triple

T5613767
Position Surface form Disambiguated ID Type / Status
Subject Saugus E147425 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Saugus Public Schools
Saugus Public Schools is the public school district that serves students in the town of Saugus, Massachusetts.
E534012 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: Saugus Public Schools | Statement: [Saugus, hasSchoolDistrict, Saugus Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saugus Public Schools
Context triple: [Saugus, hasSchoolDistrict, Saugus Public Schools]
  • A. Salem School District
    Salem School District is the public school system serving the educational needs of students in the town of Salem, New Hampshire.
  • B. Hawthorne School District
    Hawthorne School District is a public school district serving students in the city of Hawthorne in Los Angeles County, California.
  • C. 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.
  • D. Sylvania Schools
    Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
  • E. Solon Community School District
    Solon Community School District is a public school district serving students in and around the city of Solon in eastern Iowa.
  • 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: Saugus Public Schools
Triple: [Saugus, hasSchoolDistrict, Saugus Public Schools]
Generated description
Saugus Public Schools is the public school district that serves students in the town of Saugus, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saugus Public Schools
Target entity description: Saugus Public Schools is the public school district that serves students in the town of Saugus, Massachusetts.
  • A. Salem School District
    Salem School District is the public school system serving the educational needs of students in the town of Salem, New Hampshire.
  • B. Hawthorne School District
    Hawthorne School District is a public school district serving students in the city of Hawthorne in Los Angeles County, California.
  • C. 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.
  • D. Sylvania Schools
    Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
  • E. Solon Community School District
    Solon Community School District is a public school district serving students in and around the city of Solon in eastern Iowa.
  • 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_69c00905d4588190bd967842bbcf2219 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c021226cf88190b70b4b51eb5b4144 completed March 22, 2026, 5:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0287b14708190bc246e982896ad27 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c03f8c1a3081908f9d03a6c51d69f0 completed March 22, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69c0404f0a3081908850794f9a5cea40 completed March 22, 2026, 7:17 p.m.
Created at: March 22, 2026, 3:39 p.m.