Triple
T11781520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft Entra |
E280156
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Microsoft Entra ID Protection
Microsoft Entra ID Protection is a cloud-based security service that uses risk-based policies and machine learning to detect and mitigate identity-related threats to user accounts and sign-ins in Microsoft 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 ID Protection | Statement: [Microsoft Entra, hasComponent, Microsoft Entra ID Protection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft Entra ID Protection Context triple: [Microsoft Entra, hasComponent, Microsoft Entra ID Protection]
-
A.
Microsoft Defender for Identity
Microsoft Defender for Identity is a cloud-based security solution that uses on-premises Active Directory signals to detect, investigate, and respond to advanced identity-based threats in enterprise environments.
-
B.
Microsoft Defender for Cloud Apps
Microsoft Defender for Cloud Apps is a cloud access security broker (CASB) solution from Microsoft that provides visibility, data protection, and threat detection across cloud applications and services.
-
C.
Microsoft 365 Defender
Microsoft 365 Defender is Microsoft’s unified, cloud-based security suite that coordinates protection, detection, and response across endpoints, email, identities, and applications in the Microsoft 365 ecosystem.
-
D.
Microsoft Defender for Office 365
Microsoft Defender for Office 365 is a cloud-based email and collaboration security solution that protects Microsoft 365 users from phishing, malware, and other advanced threats.
-
E.
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.
- 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 ID Protection Triple: [Microsoft Entra, hasComponent, Microsoft Entra ID Protection]
Generated description
Microsoft Entra ID Protection is a cloud-based security service that uses risk-based policies and machine learning to detect and mitigate identity-related threats to user accounts and sign-ins in Microsoft environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microsoft Entra ID Protection Target entity description: Microsoft Entra ID Protection is a cloud-based security service that uses risk-based policies and machine learning to detect and mitigate identity-related threats to user accounts and sign-ins in Microsoft environments.
-
A.
Microsoft Defender for Identity
Microsoft Defender for Identity is a cloud-based security solution that uses on-premises Active Directory signals to detect, investigate, and respond to advanced identity-based threats in enterprise environments.
-
B.
Microsoft Defender for Cloud Apps
Microsoft Defender for Cloud Apps is a cloud access security broker (CASB) solution from Microsoft that provides visibility, data protection, and threat detection across cloud applications and services.
-
C.
Microsoft 365 Defender
Microsoft 365 Defender is Microsoft’s unified, cloud-based security suite that coordinates protection, detection, and response across endpoints, email, identities, and applications in the Microsoft 365 ecosystem.
-
D.
Microsoft Defender for Office 365
Microsoft Defender for Office 365 is a cloud-based email and collaboration security solution that protects Microsoft 365 users from phishing, malware, and other advanced threats.
-
E.
Microsoft Entra
chosen
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.
- 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_69d6ab01d2688190ad8ed6bda487eaa5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a58413048190b9e3b9d2f5383ec3 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f090c828f0819097662c048542b5da |
completed | April 28, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69f0bd3f39608190b29027b30664bd9c |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0ef5afd448190953b5d9929478132 |
completed | April 28, 2026, 5:33 p.m. |
Created at: April 8, 2026, 9:42 p.m.