Triple

T17835472
Position Surface form Disambiguated ID Type / Status
Subject Stoughton, Massachusetts E445371 entity
Predicate schoolDistrict P226 FINISHED
Object Stoughton Public Schools
Stoughton Public Schools is the public school district that serves students in the town of Stoughton, Massachusetts, providing K–12 education through its network of local schools.
 E1291337 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: Stoughton Public Schools | Statement: [Stoughton, Massachusetts, schoolDistrict, Stoughton Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stoughton Public Schools
Context triple: [Stoughton, Massachusetts, schoolDistrict, Stoughton Public Schools]
  • A. Stoughton Area School District
    Stoughton Area School District is a public school district that serves students in the Stoughton, Wisconsin community and surrounding areas.
  • B. Stoughton High School
    Stoughton High School is a public secondary school serving students in the Stoughton, Wisconsin area.
  • 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. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • E. Watertown Public Schools
    Watertown Public Schools is the public school district that serves students in the city of Watertown, overseeing multiple schools including Watertown High School.
  • 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: Stoughton Public Schools
Triple: [Stoughton, Massachusetts, schoolDistrict, Stoughton Public Schools]
Generated description
Stoughton Public Schools is the public school district that serves students in the town of Stoughton, Massachusetts, providing K–12 education through its network of local schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stoughton Public Schools
Target entity description: Stoughton Public Schools is the public school district that serves students in the town of Stoughton, Massachusetts, providing K–12 education through its network of local schools.
  • A. Stoughton Area School District
    Stoughton Area School District is a public school district that serves students in the Stoughton, Wisconsin community and surrounding areas.
  • B. Stoughton High School
    Stoughton High School is a public secondary school serving students in the Stoughton, Wisconsin area.
  • 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. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • E. Watertown Public Schools
    Watertown Public Schools is the public school district that serves students in the city of Watertown, overseeing multiple schools including Watertown High School.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d271e4481909664897cb789fe4a completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0306fa32e481908ef71c18b6f37d59 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a030804acf081908b4f00aa4e45e842 completed May 12, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0308a29f1081909a44c221aefb723c completed May 12, 2026, 11:01 a.m.
Created at: April 10, 2026, 10:16 a.m.