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.