Triple
T1720113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Long-Term Servicing Channel |
E37369
|
entity |
| Predicate | documentationPublisher |
P24639
|
FINISHED |
| Object | Microsoft Learn |
E183345
|
NE FINISHED |
How this triple was built (3 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: Microsoft Learn | Statement: [Long-Term Servicing Channel, documentationPublisher, Microsoft Learn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft Learn Context triple: [Long-Term Servicing Channel, documentationPublisher, Microsoft Learn]
-
A.
LinkedIn Learning
LinkedIn Learning is an online educational platform offering video-based courses in business, technology, and creative skills, integrated with LinkedIn for professional development and career growth.
-
B.
Microsoft Docs
chosen
Microsoft Docs is Microsoft's official online documentation platform that provides comprehensive technical references, guides, and tutorials for its languages, frameworks, and services.
-
C.
Udemy
Udemy is a global online learning platform that hosts a vast marketplace of video-based courses across diverse subjects for learners and professionals.
-
D.
Microsoft Power Platform
Microsoft Power Platform is a low-code development suite from Microsoft that enables users to analyze data, build custom business apps, automate workflows, and create virtual agents using integrated tools like Power BI, Power Apps, Power Automate, and Power Virtual Agents.
-
E.
O'Reilly Online Learning platform
O'Reilly Online Learning platform is a subscription-based digital learning service offering technical and business content such as books, videos, and interactive courses for professionals.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: documentationPublisher Context triple: [Long-Term Servicing Channel, documentationPublisher, Microsoft Learn]
-
A.
publisherType
Indicates the classification or category of a publisher in relation to a published work or entity.
-
B.
publishingForm
Indicates the medium or format in which something is published or made publicly available.
-
C.
publishingPlatform
chosen
Indicates that one entity serves as the medium or service through which another entity is published or made publicly available.
-
D.
publishedAs
Indicates that an entity is released, issued, or made publicly available under a particular name, format, or identity.
-
E.
publishesFor
Indicates that one entity issues, releases, or makes content publicly available on behalf of, or in service of, another entity.
- F. None of above.
Provenance (4 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_69a8861912dc8190931af43b4b9158a7 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69ab5c96db6c8190a745d6fef7bf2cdb |
completed | March 6, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0d58cd08190bdda9f03ca458081 |
completed | March 8, 2026, 4:16 p.m. |
| PD | Predicate disambiguation | batch_69aa61bed2fc819086d912cd34285978 |
completed | March 6, 2026, 5:10 a.m. |
Created at: March 4, 2026, 7:30 p.m.