Triple
T11654844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure Dev Tools for Teaching |
E276989
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
GitHub Student Developer Pack
The GitHub Student Developer Pack is a collection of free access offers and discounts on popular developer tools and services curated specifically for students to support learning and software development.
|
E937610
|
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: GitHub Student Developer Pack | Statement: [Azure Dev Tools for Teaching, relatedTo, GitHub Student Developer Pack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GitHub Student Developer Pack Context triple: [Azure Dev Tools for Teaching, relatedTo, GitHub Student Developer Pack]
-
A.
GitHub API v4
GitHub API v4 is GitHub’s GraphQL-based API that enables flexible, efficient querying and manipulation of GitHub data and resources.
-
B.
GitHub
GitHub is a widely used web-based platform for version control and collaborative software development, built around the Git system and popular among open-source and enterprise projects.
-
C.
GitHub Copilot
GitHub Copilot is an AI-powered code completion and pair-programming tool that suggests code and entire functions directly within developers’ editors.
-
D.
Bitbucket
Bitbucket is a web-based platform for hosting Git repositories that provides source code management, collaboration tools, and integration with development workflows.
-
E.
GitLab
GitLab is a web-based DevOps platform that provides Git repository hosting along with integrated tools for source code management, CI/CD, and project collaboration.
- 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: GitHub Student Developer Pack Triple: [Azure Dev Tools for Teaching, relatedTo, GitHub Student Developer Pack]
Generated description
The GitHub Student Developer Pack is a collection of free access offers and discounts on popular developer tools and services curated specifically for students to support learning and software development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GitHub Student Developer Pack Target entity description: The GitHub Student Developer Pack is a collection of free access offers and discounts on popular developer tools and services curated specifically for students to support learning and software development.
-
A.
GitHub API v4
GitHub API v4 is GitHub’s GraphQL-based API that enables flexible, efficient querying and manipulation of GitHub data and resources.
-
B.
GitHub
GitHub is a widely used web-based platform for version control and collaborative software development, built around the Git system and popular among open-source and enterprise projects.
-
C.
GitHub Copilot
GitHub Copilot is an AI-powered code completion and pair-programming tool that suggests code and entire functions directly within developers’ editors.
-
D.
Bitbucket
Bitbucket is a web-based platform for hosting Git repositories that provides source code management, collaboration tools, and integration with development workflows.
-
E.
GitLab
GitLab is a web-based DevOps platform that provides Git repository hosting along with integrated tools for source code management, CI/CD, and project collaboration.
- 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_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.