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.