Triple

T5070948
Position Surface form Disambiguated ID Type / Status
Subject Sugata Mitra E114275 entity
Predicate knownFor P22 FINISHED
Object SOLE (Self-Organized Learning Environments)
SOLE (Self-Organized Learning Environments) is an educational approach developed by Sugata Mitra in which students collaboratively explore and answer big questions using internet resources with minimal teacher intervention.
E490396 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: SOLE (Self-Organized Learning Environments) | Statement: [Sugata Mitra, knownFor, SOLE (Self-Organized Learning Environments)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SOLE (Self-Organized Learning Environments)
Context triple: [Sugata Mitra, knownFor, SOLE (Self-Organized Learning Environments)]
  • A. 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.
  • B. Independence of Learning
    Independence of Learning is the guiding educational philosophy of Waseda University, emphasizing self-directed study, intellectual autonomy, and the pursuit of knowledge free from external constraints.
  • C. Lifelong Learning Machines program
    The Lifelong Learning Machines program is a DARPA research initiative aimed at developing AI systems that can continuously learn and adapt from experience in dynamic, real-world environments.
  • D. Outside in the Teaching Machine
    Outside in the Teaching Machine is a collection of essays by postcolonial theorist Gayatri Chakravorty Spivak that critiques global capitalism, education, and representation from the perspective of marginalized voices.
  • E. Khan Lab School
    Khan Lab School is an experimental independent school in California founded by Salman Khan that applies and extends the educational philosophies and practices behind Khan Academy in a physical classroom setting.
  • 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: SOLE (Self-Organized Learning Environments)
Triple: [Sugata Mitra, knownFor, SOLE (Self-Organized Learning Environments)]
Generated description
SOLE (Self-Organized Learning Environments) is an educational approach developed by Sugata Mitra in which students collaboratively explore and answer big questions using internet resources with minimal teacher intervention.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SOLE (Self-Organized Learning Environments)
Target entity description: SOLE (Self-Organized Learning Environments) is an educational approach developed by Sugata Mitra in which students collaboratively explore and answer big questions using internet resources with minimal teacher intervention.
  • A. 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.
  • B. Independence of Learning
    Independence of Learning is the guiding educational philosophy of Waseda University, emphasizing self-directed study, intellectual autonomy, and the pursuit of knowledge free from external constraints.
  • C. Lifelong Learning Machines program
    The Lifelong Learning Machines program is a DARPA research initiative aimed at developing AI systems that can continuously learn and adapt from experience in dynamic, real-world environments.
  • D. Outside in the Teaching Machine
    Outside in the Teaching Machine is a collection of essays by postcolonial theorist Gayatri Chakravorty Spivak that critiques global capitalism, education, and representation from the perspective of marginalized voices.
  • E. Khan Lab School
    Khan Lab School is an experimental independent school in California founded by Salman Khan that applies and extends the educational philosophies and practices behind Khan Academy in a physical classroom setting.
  • 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_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74a0aa048190ba01281f1b160609 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea4a42dc08190b05276748741c254 completed March 21, 2026, 2:01 p.m.
NEDg Description generation batch_69bea61bfc048190818fbff9889753b6 completed March 21, 2026, 2:07 p.m.
NED2 Entity disambiguation (via description) batch_69bea672806c8190b709fea7d44e9cff completed March 21, 2026, 2:08 p.m.
Created at: March 20, 2026, 1:39 p.m.