Triple
T2554990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure Active Directory |
E56711
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Microsoft Entra
Microsoft Entra is Microsoft’s unified identity and access management product family that secures access to applications, resources, and digital identities across cloud and hybrid environments.
|
E280156
|
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: Microsoft Entra | Statement: [Azure Active Directory, partOf, Microsoft Entra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft Entra Context triple: [Azure Active Directory, partOf, Microsoft Entra]
-
A.
Azure Active Directory
Azure Active Directory is Microsoft’s cloud-based identity and access management service that provides authentication, single sign-on, and directory services for users, applications, and resources.
-
B.
Microsoft Authenticator app
The Microsoft Authenticator app is a mobile security application that provides multi-factor authentication and passwordless sign-in for Microsoft and other online accounts.
-
C.
Intune
Intune is Microsoft’s cloud-based endpoint management and mobile device management (MDM) service used to securely manage users’ devices, apps, and policies across an organization.
-
D.
Microsoft account
A Microsoft account is a single sign-in user identity used to access Microsoft's online services and products, including Windows, Office, Xbox, OneDrive, and more.
-
E.
Microsoft Graph API
Microsoft Graph API is a unified RESTful endpoint from Microsoft that provides access to a wide range of Microsoft 365 and enterprise mobility services and data through a single programmable interface.
- 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: Microsoft Entra Triple: [Azure Active Directory, partOf, Microsoft Entra]
Generated description
Microsoft Entra is Microsoft’s unified identity and access management product family that secures access to applications, resources, and digital identities across cloud and hybrid environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microsoft Entra Target entity description: Microsoft Entra is Microsoft’s unified identity and access management product family that secures access to applications, resources, and digital identities across cloud and hybrid environments.
-
A.
Azure Active Directory
Azure Active Directory is Microsoft’s cloud-based identity and access management service that provides authentication, single sign-on, and directory services for users, applications, and resources.
-
B.
Microsoft Authenticator app
The Microsoft Authenticator app is a mobile security application that provides multi-factor authentication and passwordless sign-in for Microsoft and other online accounts.
-
C.
Intune
Intune is Microsoft’s cloud-based endpoint management and mobile device management (MDM) service used to securely manage users’ devices, apps, and policies across an organization.
-
D.
Microsoft account
A Microsoft account is a single sign-in user identity used to access Microsoft's online services and products, including Windows, Office, Xbox, OneDrive, and more.
-
E.
Microsoft Graph API
Microsoft Graph API is a unified RESTful endpoint from Microsoft that provides access to a wide range of Microsoft 365 and enterprise mobility services and data through a single programmable interface.
- 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_69ab4a4bfec081908039988ec4c86e28 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd30d20e081908587c76064573150 |
completed | March 7, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af655c8d7c8190bef109b10d04464f |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af6626136881909bb1f7dd35ac3e93 |
completed | March 10, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af69fa2bb081909ae463407cd4dd04 |
completed | March 10, 2026, 12:46 a.m. |
Created at: March 6, 2026, 9:48 p.m.