Triple

T21215870
Position Surface form Disambiguated ID Type / Status
Subject Hopedale, Massachusetts E522833 entity
Predicate schoolDistrict P226 FINISHED
Object Hopedale Public Schools
Hopedale Public Schools is the public school district serving students in the town of Hopedale, Massachusetts.
 E1471520 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: Hopedale Public Schools | Statement: [Hopedale, Massachusetts, schoolDistrict, Hopedale Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hopedale Public Schools
Context triple: [Hopedale, Massachusetts, schoolDistrict, Hopedale Public Schools]
  • A. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • B. Masconomet Regional School District
    Masconomet Regional School District is a public regional school system in northeastern Massachusetts that serves students from the towns of Boxford, Middleton, and Topsfield.
  • C. Hingham Public Schools
    Hingham Public Schools is the public school district serving students in the town of Hingham, Massachusetts, providing K–12 education through its local schools.
  • D. Malden Public Schools
    Malden Public Schools is the public school district that serves students in the city of Malden, Massachusetts.
  • E. Wachusett Regional School District
    Wachusett Regional School District is a public school system in central Massachusetts that serves multiple towns, including Holden, through a network of elementary, middle, and high 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: Hopedale Public Schools
Triple: [Hopedale, Massachusetts, schoolDistrict, Hopedale Public Schools]
Generated description
Hopedale Public Schools is the public school district serving students in the town of Hopedale, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hopedale Public Schools
Target entity description: Hopedale Public Schools is the public school district serving students in the town of Hopedale, Massachusetts.
  • A. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • B. Masconomet Regional School District
    Masconomet Regional School District is a public regional school system in northeastern Massachusetts that serves students from the towns of Boxford, Middleton, and Topsfield.
  • C. Hingham Public Schools
    Hingham Public Schools is the public school district serving students in the town of Hingham, Massachusetts, providing K–12 education through its local schools.
  • D. Malden Public Schools
    Malden Public Schools is the public school district that serves students in the city of Malden, Massachusetts.
  • E. Wachusett Regional School District
    Wachusett Regional School District is a public school system in central Massachusetts that serves multiple towns, including Holden, through a network of elementary, middle, and high 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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73473870c8190a0f41f9c85567aa7 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097ed8bd0881909777475f8930b590 completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a097f61ad008190bcbf64326356b857 completed May 17, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0980a602908190a2cbcbae9b8d8bf2 completed May 17, 2026, 8:47 a.m.
Created at: April 16, 2026, 3:40 p.m.