Triple

T1217074
Position Surface form Disambiguated ID Type / Status
Subject Holyoke, Massachusetts E26129 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Holyoke Public Schools
Holyoke Public Schools is the public school district serving students in the city of Holyoke, Massachusetts.
 E150523 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: Holyoke Public Schools | Statement: [Holyoke, Massachusetts, hasEducationalInstitution, Holyoke Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Holyoke Public Schools
Context triple: [Holyoke, Massachusetts, hasEducationalInstitution, Holyoke Public Schools]
  • A. 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.
  • B. Hartford Public School
    Hartford Public School is an educational institution in Hartford, Connecticut, notable as one of the early schools attended by financier J. P. Morgan.
  • C. B.M.C. Durfee High School
    B.M.C. Durfee High School is a public high school serving as the primary secondary education institution for students in Fall River, Massachusetts.
  • D. Malden Public Schools
    Malden Public Schools is the public school district that serves students in the city of Malden, Massachusetts.
  • E. Orville H. Platt High School
    Orville H. Platt High School is a public high school serving students in the Meriden, Connecticut area.
  • 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: Holyoke Public Schools
Triple: [Holyoke, Massachusetts, hasEducationalInstitution, Holyoke Public Schools]
Generated description
Holyoke Public Schools is the public school district serving students in the city of Holyoke, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Holyoke Public Schools
Target entity description: Holyoke Public Schools is the public school district serving students in the city of Holyoke, Massachusetts.
  • A. 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.
  • B. Hartford Public School
    Hartford Public School is an educational institution in Hartford, Connecticut, notable as one of the early schools attended by financier J. P. Morgan.
  • C. B.M.C. Durfee High School
    B.M.C. Durfee High School is a public high school serving as the primary secondary education institution for students in Fall River, Massachusetts.
  • D. Malden Public Schools
    Malden Public Schools is the public school district that serves students in the city of Malden, Massachusetts.
  • E. Orville H. Platt High School
    Orville H. Platt High School is a public high school serving students in the Meriden, Connecticut area.
  • 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_69a4948331fc8190b531ac9bec71c491 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be06d6308190a44c505e6b5e8d42 completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbadec0808190a3b43e757e1ddeae completed March 7, 2026, 11:55 p.m.
NEDg Description generation batch_69acbb5ee684819083f5309dc9771c3a completed March 7, 2026, 11:57 p.m.
NED2 Entity disambiguation (via description) batch_69acbbfee7e88190b216beef1c862f64 completed March 7, 2026, 11:59 p.m.
Created at: March 1, 2026, 7:46 p.m.