Triple

T11285112
Position Surface form Disambiguated ID Type / Status
Subject Maxine Greene E267164 entity
Predicate notableWork P4 FINISHED
Object Landscapes of Learning
Landscapes of Learning is a philosophical work by educator Maxine Greene that explores imagination, freedom, and the transformative possibilities of education in everyday life.
 E915441 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: Landscapes of Learning | Statement: [Maxine Greene, notableWork, Landscapes of Learning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Landscapes of Learning
Context triple: [Maxine Greene, notableWork, Landscapes of Learning]
  • A. A New Culture of Learning
    A New Culture of Learning is a book that explores how digital networks, play, and participatory culture can transform education and lifelong learning in the 21st century.
  • B. Teaching Community: A Pedagogy of Hope
    Teaching Community: A Pedagogy of Hope is a collection of essays by bell hooks that explores progressive, engaged, and transformative approaches to education grounded in social justice and critical pedagogy.
  • C. 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.
  • D. Changing Minds: Computers, Learning, and Literacy
    "Changing Minds: Computers, Learning, and Literacy" is a book by educational researcher Andrea diSessa that explores how computational media can transform learning, thinking, and scientific literacy.
  • E. Five Minds for the Future
    Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
  • 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: Landscapes of Learning
Triple: [Maxine Greene, notableWork, Landscapes of Learning]
Generated description
Landscapes of Learning is a philosophical work by educator Maxine Greene that explores imagination, freedom, and the transformative possibilities of education in everyday life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Landscapes of Learning
Target entity description: Landscapes of Learning is a philosophical work by educator Maxine Greene that explores imagination, freedom, and the transformative possibilities of education in everyday life.
  • A. A New Culture of Learning
    A New Culture of Learning is a book that explores how digital networks, play, and participatory culture can transform education and lifelong learning in the 21st century.
  • B. Teaching Community: A Pedagogy of Hope
    Teaching Community: A Pedagogy of Hope is a collection of essays by bell hooks that explores progressive, engaged, and transformative approaches to education grounded in social justice and critical pedagogy.
  • C. 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.
  • D. Changing Minds: Computers, Learning, and Literacy
    "Changing Minds: Computers, Learning, and Literacy" is a book by educational researcher Andrea diSessa that explores how computational media can transform learning, thinking, and scientific literacy.
  • E. Five Minds for the Future
    Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9855e8881909bd301718cbd8ca1 completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f48070ac8190b0e4d49f42ac3896 completed April 19, 2026, 3:28 p.m.
NEDg Description generation batch_69e4f95be4b08190bebb2078406cb7ba completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff6b7d248190b4dd885280e09a8e completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:31 p.m.