Triple

T6477620
Position Surface form Disambiguated ID Type / Status
Subject Montessori school in Baarn E146111 entity
Predicate usesEducationalPhilosophy P779 FINISHED
Object Montessori education
Montessori education is a child-centered educational approach that emphasizes self-directed activity, hands-on learning, and collaborative play in carefully prepared environments.
E596932 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: Montessori education | Statement: [Montessori school in Baarn, usesEducationalPhilosophy, Montessori education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montessori education
Context triple: [Montessori school in Baarn, usesEducationalPhilosophy, Montessori education]
  • A. Tobin Montessori School
    Tobin Montessori School is a public Montessori elementary school in Cambridge, Massachusetts, known for offering a child-centered, Montessori-based education within the Cambridge Public Schools district.
  • B. Montessori school in Baarn
    The Montessori school in Baarn is a Dutch primary school known for its child-centered Montessori education and for having been attended by Princess Christina of the Netherlands.
  • C. Montini
    Montini is the Italian family name of Giovanni Battista Montini, who became Pope Paul VI, head of the Catholic Church from 1963 to 1978.
  • D. Freedom to Learn
    Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
  • E. John Hanson Montessori School
    John Hanson Montessori School is a public Montessori elementary and middle school serving students in the Oxon Hill area of Prince George’s County, Maryland.
  • 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: Montessori education
Triple: [Montessori school in Baarn, usesEducationalPhilosophy, Montessori education]
Generated description
Montessori education is a child-centered educational approach that emphasizes self-directed activity, hands-on learning, and collaborative play in carefully prepared environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montessori education
Target entity description: Montessori education is a child-centered educational approach that emphasizes self-directed activity, hands-on learning, and collaborative play in carefully prepared environments.
  • A. Tobin Montessori School
    Tobin Montessori School is a public Montessori elementary school in Cambridge, Massachusetts, known for offering a child-centered, Montessori-based education within the Cambridge Public Schools district.
  • B. Montessori school in Baarn
    The Montessori school in Baarn is a Dutch primary school known for its child-centered Montessori education and for having been attended by Princess Christina of the Netherlands.
  • C. Montini
    Montini is the Italian family name of Giovanni Battista Montini, who became Pope Paul VI, head of the Catholic Church from 1963 to 1978.
  • D. Freedom to Learn
    Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
  • E. John Hanson Montessori School
    John Hanson Montessori School is a public Montessori elementary and middle school serving students in the Oxon Hill area of Prince George’s County, Maryland.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesEducationalPhilosophy
Context triple: [Montessori school in Baarn, usesEducationalPhilosophy, Montessori education]
  • A. philosophicalProgram
    Indicates that an entity is associated with, promotes, or constitutes a structured set of ideas, activities, or initiatives grounded in a particular philosophical approach or doctrine.
  • B. educationalApproach chosen
    Indicates the method, strategy, or philosophy used to guide teaching and learning within an educational context.
  • C. hasEducationalOrientation
    Indicates that one entity is oriented toward, focused on, or characterized by a particular educational approach, philosophy, or direction in relation to another entity.
  • D. governedByPhilosophy
    Indicates that an entity’s actions, policies, or structure are directed or constrained by a particular philosophical doctrine or set of principles.
  • E. followsEducationalTradition
    Indicates that one entity adheres to, continues, or is guided by the established educational practices, principles, or lineage associated with another entity.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4ba9588190a965b9e7feb7e598 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653a7f348819091bca6b582ad230d completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
PD Predicate disambiguation batch_69c0673f6d48819080e10c85155c7195 completed March 22, 2026, 10:03 p.m.
Created at: March 22, 2026, 4:51 p.m.