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.