Triple

T11395612
Position Surface form Disambiguated ID Type / Status
Subject Helen Parkhurst E269965 entity
Predicate influencedBy P9 FINISHED
Object Maria Montessori
Maria Montessori was an Italian physician and pioneering educator who developed the child-centered Montessori method of education, emphasizing independence, hands-on learning, and respect for a child’s natural psychological development.
E923307 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: Maria Montessori | Statement: [Helen Parkhurst, influencedBy, Maria Montessori]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maria Montessori
Context triple: [Helen Parkhurst, influencedBy, Maria Montessori]
  • A. Armand Seguin
    Armand Seguin was a French Post-Impressionist painter associated with the Pont-Aven circle around Paul Gauguin, known for his synthetist style and bold use of color.
  • B. Friedrich Fröbel
    Friedrich Fröbel was a German educator and pioneer of early childhood education who founded the concept of the kindergarten and developed influential play-based learning methods.
  • C. Helen Parkhurst
    Helen Parkhurst was an American educator and reformer best known for creating the Dalton Plan, an influential progressive education model that inspired schools worldwide.
  • D. Rudolf Dreikurs
    Rudolf Dreikurs was an Austrian-born psychiatrist and educator known for developing and popularizing Adlerian psychology, particularly in the fields of child guidance, classroom management, and democratic parenting.
  • E. Carla Pestalozzi
    Carla Pestalozzi is a fictional character in the action film "The Rock," where she is the fiancée of FBI chemist Dr. Stanley Goodspeed.
  • 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: Maria Montessori
Triple: [Helen Parkhurst, influencedBy, Maria Montessori]
Generated description
Maria Montessori was an Italian physician and pioneering educator who developed the child-centered Montessori method of education, emphasizing independence, hands-on learning, and respect for a child’s natural psychological development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maria Montessori
Target entity description: Maria Montessori was an Italian physician and pioneering educator who developed the child-centered Montessori method of education, emphasizing independence, hands-on learning, and respect for a child’s natural psychological development.
  • A. Armand Seguin
    Armand Seguin was a French Post-Impressionist painter associated with the Pont-Aven circle around Paul Gauguin, known for his synthetist style and bold use of color.
  • B. Friedrich Fröbel
    Friedrich Fröbel was a German educator and pioneer of early childhood education who founded the concept of the kindergarten and developed influential play-based learning methods.
  • C. Helen Parkhurst
    Helen Parkhurst was an American educator and reformer best known for creating the Dalton Plan, an influential progressive education model that inspired schools worldwide.
  • D. Rudolf Dreikurs
    Rudolf Dreikurs was an Austrian-born psychiatrist and educator known for developing and popularizing Adlerian psychology, particularly in the fields of child guidance, classroom management, and democratic parenting.
  • E. Carla Pestalozzi
    Carla Pestalozzi is a fictional character in the action film "The Rock," where she is the fiancée of FBI chemist Dr. Stanley Goodspeed.
  • 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_69d6aacdbc6c8190af6dc3d5f5d22836 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d80018a58c81908b80dc9abd18d650 completed April 9, 2026, 7:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58cb43b988190876af2de4be49628 completed April 20, 2026, 2:17 a.m.
NEDg Description generation batch_69e5932e23308190b1a8939ec2a60ec5 completed April 20, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69e59a17de98819083b8de60d564cb83 completed April 20, 2026, 3:14 a.m.
Created at: April 8, 2026, 9:34 p.m.