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.