Triple

T13680271
Position Surface form Disambiguated ID Type / Status
Subject Herbert Kohl E327980 entity
Predicate notableWork P4 FINISHED
Object The Open Classroom
The Open Classroom is an influential educational book by Herbert Kohl that advocates for progressive, student-centered learning environments and critiques traditional, rigid classroom structures.
E1054191 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: The Open Classroom | Statement: [Herbert Kohl, notableWork, The Open Classroom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Open Classroom
Context triple: [Herbert Kohl, notableWork, The Open Classroom]
  • A. Disrupting Class
    Disrupting Class is a book by Clayton Christensen that applies his theory of disruptive innovation to explain and forecast transformative changes in the education system.
  • B. Father of the Classroom
    Father of the Classroom is an honorific title given to Domingo Faustino Sarmiento in recognition of his pioneering role in modernizing and expanding public education in Argentina.
  • C. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • D. The Transformation of the School
    The Transformation of the School is an influential historical study by Lawrence Cremin that examines how progressive education reshaped American schooling in the late 19th and early 20th centuries.
  • E. Rethinking School in the Age of the Computer
    "Rethinking School in the Age of the Computer" is a work by Seymour Papert that explores how computers can radically transform education and children’s learning.
  • 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: The Open Classroom
Triple: [Herbert Kohl, notableWork, The Open Classroom]
Generated description
The Open Classroom is an influential educational book by Herbert Kohl that advocates for progressive, student-centered learning environments and critiques traditional, rigid classroom structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Open Classroom
Target entity description: The Open Classroom is an influential educational book by Herbert Kohl that advocates for progressive, student-centered learning environments and critiques traditional, rigid classroom structures.
  • A. Disrupting Class
    Disrupting Class is a book by Clayton Christensen that applies his theory of disruptive innovation to explain and forecast transformative changes in the education system.
  • B. Father of the Classroom
    Father of the Classroom is an honorific title given to Domingo Faustino Sarmiento in recognition of his pioneering role in modernizing and expanding public education in Argentina.
  • C. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • D. The Transformation of the School
    The Transformation of the School is an influential historical study by Lawrence Cremin that examines how progressive education reshaped American schooling in the late 19th and early 20th centuries.
  • E. Rethinking School in the Age of the Computer
    "Rethinking School in the Age of the Computer" is a work by Seymour Papert that explores how computers can radically transform education and children’s learning.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc66cbb088190907cb89dda8e4ebd completed April 12, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7944347a08190bc1386e78ddb3e71 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f79523bf608190addeca563bea132e completed May 3, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7965ead2881909a0c33bcc7938543 completed May 3, 2026, 6:39 p.m.
Created at: April 9, 2026, 9:53 p.m.