Triple
T8490238
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kindergarten Culture |
E200948
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E735825
|
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: Friedrich Fröbel | Statement: [Kindergarten Culture, relatedTo, Friedrich Fröbel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friedrich Fröbel Context triple: [Kindergarten Culture, relatedTo, Friedrich Fröbel]
-
A.
Johann Friedrich Herbart
Johann Friedrich Herbart was a German philosopher and psychologist best known as a founder of modern pedagogy and educational theory.
-
B.
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.
-
C.
John Amos Comenius
John Amos Comenius was a 17th-century Czech philosopher, theologian, and pioneering educator often regarded as the father of modern education for his influential ideas on universal schooling and pedagogical reform.
-
D.
N. F. S. Grundtvig
N. F. S. Grundtvig was a Danish pastor, theologian, poet, and educator who became a leading figure in modern Danish nationalism and the folk high school movement.
-
E.
Kaspar Maurer
Kaspar Maurer was a mountaineer known for making the first ascent of the Dent du Géant in the Mont Blanc massif.
- 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: Friedrich Fröbel Triple: [Kindergarten Culture, relatedTo, Friedrich Fröbel]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Friedrich Fröbel Target entity description: 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.
-
A.
Johann Friedrich Herbart
Johann Friedrich Herbart was a German philosopher and psychologist best known as a founder of modern pedagogy and educational theory.
-
B.
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.
-
C.
John Amos Comenius
John Amos Comenius was a 17th-century Czech philosopher, theologian, and pioneering educator often regarded as the father of modern education for his influential ideas on universal schooling and pedagogical reform.
-
D.
N. F. S. Grundtvig
N. F. S. Grundtvig was a Danish pastor, theologian, poet, and educator who became a leading figure in modern Danish nationalism and the folk high school movement.
-
E.
Kaspar Maurer
Kaspar Maurer was a mountaineer known for making the first ascent of the Dent du Géant in the Mont Blanc massif.
- 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_69ca831d7b148190a6e32c1de43ab13b |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5596f1c8190aead21a245f21c07 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a54c3888190b11b7e9909abe518 |
completed | April 2, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ce3b2015748190abc70b25c36aa819 |
completed | April 2, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3c1042e48190a0f340e771cdd00a |
completed | April 2, 2026, 9:51 a.m. |
Created at: March 30, 2026, 6:13 p.m.