Triple

T4887820
Position Surface form Disambiguated ID Type / Status
Subject Hopkinton, Massachusetts E109479 entity
Predicate schoolDistrict P226 FINISHED
Object Hopkinton Public Schools
Hopkinton Public Schools is the public school district serving students in the town of Hopkinton, Massachusetts, providing K–12 education through its network of local schools.
 E477348 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: Hopkinton Public Schools | Statement: [Hopkinton, Massachusetts, schoolDistrict, Hopkinton Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hopkinton Public Schools
Context triple: [Hopkinton, Massachusetts, schoolDistrict, Hopkinton Public Schools]
  • A. Hampshire Community Unit School District 300
    Hampshire Community Unit School District 300 is a public school district serving students in and around Hampshire, Illinois, providing K–12 education across multiple schools in the area.
  • B. Hampshire Elementary School
    Hampshire Elementary School is a public primary school serving young students in the village of Hampshire, Illinois.
  • C. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • D. Holliston Public Schools
    Holliston Public Schools is the public school district that serves students in the town of Holliston, Massachusetts.
  • E. 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.
  • 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: Hopkinton Public Schools
Triple: [Hopkinton, Massachusetts, schoolDistrict, Hopkinton Public Schools]
Generated description
Hopkinton Public Schools is the public school district serving students in the town of Hopkinton, Massachusetts, providing K–12 education through its network of local schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hopkinton Public Schools
Target entity description: Hopkinton Public Schools is the public school district serving students in the town of Hopkinton, Massachusetts, providing K–12 education through its network of local schools.
  • A. Hampshire Community Unit School District 300
    Hampshire Community Unit School District 300 is a public school district serving students in and around Hampshire, Illinois, providing K–12 education across multiple schools in the area.
  • B. Hampshire Elementary School
    Hampshire Elementary School is a public primary school serving young students in the village of Hampshire, Illinois.
  • C. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • D. Holliston Public Schools
    Holliston Public Schools is the public school district that serves students in the town of Holliston, Massachusetts.
  • E. 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.
  • 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_69bd440f71348190b99938e59fb7f9a1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e053db8819087828e753c78d341 completed March 20, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69be68126b288190889b2cf6e400ec0b completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6a64cc2481908d8e66518bad9ac6 completed March 21, 2026, 9:52 a.m.
NED2 Entity disambiguation (via description) batch_69be6ae548148190b16d4c9b17d3de9b completed March 21, 2026, 9:54 a.m.
Created at: March 20, 2026, 1:28 p.m.