Triple

T17303845
Position Surface form Disambiguated ID Type / Status
Subject Westford Public Schools E420103 entity
Predicate hasPreschool P113 FINISHED
Object Westford Integrated Preschool
Westford Integrated Preschool is an early childhood education program in Westford, Massachusetts that serves young children in an inclusive, integrated learning environment as part of the town’s public school system.
E420103 NE FINISHED

How this triple was built (5 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: Westford Integrated Preschool | Statement: [Westford Public Schools, hasPreschool, Westford Integrated Preschool]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Westford Integrated Preschool
Context triple: [Westford Public Schools, hasPreschool, Westford Integrated Preschool]
  • A. Westford Elementary School
    Westford Elementary School is a public primary school serving young students in the rural community of Westford, Vermont.
  • B. Westford Public Schools
    Westford Public Schools is the public school district serving students in the town of Westford, Massachusetts.
  • C. Westford Academy
    Westford Academy is a public high school in Westford, Massachusetts, known as one of the oldest public high schools in the United States.
  • D. Woodstock Child Development Center
    Woodstock Child Development Center is an early childhood education facility within the Alameda Unified School District that provides developmental and preschool programs for young children.
  • E. Franklin Early Childhood Center
    Franklin Early Childhood Center is an early learning school in the Melrose Public Schools district that provides preschool and kindergarten education for young children.
  • 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: Westford Integrated Preschool
Triple: [Westford Public Schools, hasPreschool, Westford Integrated Preschool]
Generated description
Westford Integrated Preschool is an early childhood education program in Westford, Massachusetts that serves young children in an inclusive, integrated learning environment as part of the town’s public school system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Westford Integrated Preschool
Target entity description: Westford Integrated Preschool is an early childhood education program in Westford, Massachusetts that serves young children in an inclusive, integrated learning environment as part of the town’s public school system.
  • A. Westford Elementary School
    Westford Elementary School is a public primary school serving young students in the rural community of Westford, Vermont.
  • B. Westford Public Schools chosen
    Westford Public Schools is the public school district serving students in the town of Westford, Massachusetts.
  • C. Westford Academy
    Westford Academy is a public high school in Westford, Massachusetts, known as one of the oldest public high schools in the United States.
  • D. Woodstock Child Development Center
    Woodstock Child Development Center is an early childhood education facility within the Alameda Unified School District that provides developmental and preschool programs for young children.
  • E. Franklin Early Childhood Center
    Franklin Early Childhood Center is an early learning school in the Melrose Public Schools district that provides preschool and kindergarten education for young children.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPreschool
Context triple: [Westford Public Schools, hasPreschool, Westford Integrated Preschool]
  • A. hasPrePrepSchool
    Indicates that an entity attended or was enrolled in a preparatory school prior to another specified educational stage or institution.
  • B. hasChildCare
    Indicates that an entity provides, offers, or is associated with child care services or facilities for children.
  • C. hadPreparatorySchool
    Indicates that an entity attended or was enrolled in a preparatory school as part of its educational background.
  • D. hasEducationalEnvironment
    Indicates that an entity is associated with, situated in, or provided within a particular educational setting or learning environment.
  • E. hasSchool chosen
    Indicates that an entity possesses, is associated with, or is served by a particular school.
  • F. None of above.

Provenance (6 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_69d886db32608190a61e18862c5a8af6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e438fc732481909065afddc5c687d4 completed April 19, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180de8340819081eae1104d705de0 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a0181ae2d588190a4ff68094529a994 completed May 11, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0182ccd104819088569cf0be87b4d3 completed May 11, 2026, 7:18 a.m.
PD Predicate disambiguation batch_69e3b01b9d1c8190a406dd941c9b11a1 completed April 18, 2026, 4:23 p.m.
Created at: April 10, 2026, 5:41 a.m.