Triple
T5070966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sugata Mitra |
E114275
|
entity |
| Predicate | TEDTalk |
P52523
|
FINISHED |
| Object |
Build a School in the Cloud
"Build a School in the Cloud" is a TED Talk by educational researcher Sugata Mitra in which he proposes self-organized learning environments and internet-based exploration as a radical rethinking of traditional schooling.
|
E490401
|
NE FINISHED |
How this triple was built (5 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: Build a School in the Cloud | Statement: [Sugata Mitra, TEDTalk, Build a School in the Cloud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Build a School in the Cloud Context triple: [Sugata Mitra, TEDTalk, Build a School in the Cloud]
-
A.
Cloud Campus
Cloud Campus is Deakin University’s fully online campus, providing digital access to courses and student services for remote and flexible study.
-
B.
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.
-
C.
Azure Dev Tools for Teaching
Azure Dev Tools for Teaching is a Microsoft program that provides students and educators with free or discounted access to professional developer tools, software, and learning resources for academic use.
-
D.
Build to Scale program
The Build to Scale program is a U.S. federal initiative that provides funding and support to accelerate technology entrepreneurship and foster innovation-driven economic growth in regional ecosystems.
-
E.
The One World Schoolhouse: Education Reimagined
The One World Schoolhouse: Education Reimagined is a book by educator and entrepreneur Sal Khan that outlines his vision for transforming traditional schooling through mastery-based, technology-supported, globally accessible education.
- 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: Build a School in the Cloud Triple: [Sugata Mitra, TEDTalk, Build a School in the Cloud]
Generated description
"Build a School in the Cloud" is a TED Talk by educational researcher Sugata Mitra in which he proposes self-organized learning environments and internet-based exploration as a radical rethinking of traditional schooling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Build a School in the Cloud Target entity description: "Build a School in the Cloud" is a TED Talk by educational researcher Sugata Mitra in which he proposes self-organized learning environments and internet-based exploration as a radical rethinking of traditional schooling.
-
A.
Cloud Campus
Cloud Campus is Deakin University’s fully online campus, providing digital access to courses and student services for remote and flexible study.
-
B.
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.
-
C.
Azure Dev Tools for Teaching
Azure Dev Tools for Teaching is a Microsoft program that provides students and educators with free or discounted access to professional developer tools, software, and learning resources for academic use.
-
D.
Build to Scale program
The Build to Scale program is a U.S. federal initiative that provides funding and support to accelerate technology entrepreneurship and foster innovation-driven economic growth in regional ecosystems.
-
E.
The One World Schoolhouse: Education Reimagined
The One World Schoolhouse: Education Reimagined is a book by educator and entrepreneur Sal Khan that outlines his vision for transforming traditional schooling through mastery-based, technology-supported, globally accessible education.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: TEDTalk Context triple: [Sugata Mitra, TEDTalk, Build a School in the Cloud]
-
A.
lectureSeries
Indicates a relationship where a set of lectures is organized and presented as a coherent, thematically linked series.
-
B.
notableLecturer
chosen
Indicates that a person is recognized as a distinguished or prominent lecturer, often due to their expertise, impact, or reputation in giving lectures.
-
C.
technologyDiscussed
Indicates that a conversation, text, or interaction includes discussion or mention of a particular technology.
-
D.
spokenOn
Indicates that an utterance or speech act occurred at or during a specific time or date.
-
E.
teachesAbout
Indicates that one entity provides instruction or information to another entity on a particular subject or topic.
- F. None of above.
Provenance (6 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. |
| PD | Predicate disambiguation | batch_69bd7157fe608190b4515d56fdd0a616 |
completed | March 20, 2026, 4:10 p.m. |
Created at: March 20, 2026, 1:39 p.m.