Triple
T11654815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure Dev Tools for Teaching |
E276989
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
Azure services for education
Azure services for education are a suite of Microsoft cloud-based tools and resources tailored to support teaching, learning, and academic research in educational institutions.
|
E276989
|
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: Azure services for education | Statement: [Azure Dev Tools for Teaching, offers, Azure services for education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure services for education Context triple: [Azure Dev Tools for Teaching, offers, Azure services for education]
-
A.
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.
-
B.
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.
-
C.
Cloud Campus
Cloud Campus is Deakin University’s fully online campus, providing digital access to courses and student services for remote and flexible study.
-
D.
School in the Cloud
School in the Cloud is an educational initiative and online platform created by Sugata Mitra that explores self-organized learning by enabling children to learn collaboratively with minimal teacher intervention.
-
E.
Microsoft 365 Education
Microsoft 365 Education is a cloud-based suite of productivity, collaboration, and classroom management tools from Microsoft designed specifically for schools, educators, and students.
- 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: Azure services for education Triple: [Azure Dev Tools for Teaching, offers, Azure services for education]
Generated description
Azure services for education are a suite of Microsoft cloud-based tools and resources tailored to support teaching, learning, and academic research in educational institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure services for education Target entity description: Azure services for education are a suite of Microsoft cloud-based tools and resources tailored to support teaching, learning, and academic research in educational institutions.
-
A.
Azure Dev Tools for Teaching
chosen
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.
-
B.
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.
-
C.
Cloud Campus
Cloud Campus is Deakin University’s fully online campus, providing digital access to courses and student services for remote and flexible study.
-
D.
School in the Cloud
School in the Cloud is an educational initiative and online platform created by Sugata Mitra that explores self-organized learning by enabling children to learn collaboratively with minimal teacher intervention.
-
E.
Microsoft 365 Education
Microsoft 365 Education is a cloud-based suite of productivity, collaboration, and classroom management tools from Microsoft designed specifically for schools, educators, and students.
- F. None of above.
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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a3cee010819089cffdbefe5a6efb |
completed | April 10, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee88166900819095063f045be44bed |
completed | April 26, 2026, 9:48 p.m. |
| NEDg | Description generation | batch_69eeb315ebc48190a0f6ff0dc8afd462 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eecd954b348190bf2f3ad66acbf1b7 |
completed | April 27, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:39 p.m.