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.