Triple
T8288915
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Active Directory Certificate Services |
E193846
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Network Device Enrollment Service
Network Device Enrollment Service is a Windows Server role service that enables network devices to obtain digital certificates automatically from Active Directory Certificate Services using the Simple Certificate Enrollment Protocol (SCEP).
|
E724317
|
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: Network Device Enrollment Service | Statement: [Active Directory Certificate Services, integratesWith, Network Device Enrollment Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Network Device Enrollment Service Context triple: [Active Directory Certificate Services, integratesWith, Network Device Enrollment Service]
-
A.
Device Provisioning Protocol
Device Provisioning Protocol is a Wi‑Fi Alliance standard that securely bootstraps and configures devices onto wireless networks using modern cryptographic methods, often as a successor to WPS.
-
B.
Apple Automated Device Enrollment
Apple Automated Device Enrollment is an Apple device management feature that lets organizations automatically enroll and configure iOS, iPadOS, and macOS devices in their mobile device management (MDM) system during initial setup.
-
C.
Connected Device Configuration
Connected Device Configuration is a Java ME specification that defines a runtime environment and core APIs for more capable embedded and network-connected devices such as set-top boxes and smart appliances.
-
D.
Cisco vManage
Cisco vManage is a centralized network management and orchestration platform used to configure, monitor, and manage Cisco SD-WAN deployments.
-
E.
Cisco DNA Center
Cisco DNA Center is a centralized, intent-based network management and automation platform for designing, provisioning, monitoring, and securing Cisco enterprise networks.
- 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: Network Device Enrollment Service Triple: [Active Directory Certificate Services, integratesWith, Network Device Enrollment Service]
Generated description
Network Device Enrollment Service is a Windows Server role service that enables network devices to obtain digital certificates automatically from Active Directory Certificate Services using the Simple Certificate Enrollment Protocol (SCEP).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Network Device Enrollment Service Target entity description: Network Device Enrollment Service is a Windows Server role service that enables network devices to obtain digital certificates automatically from Active Directory Certificate Services using the Simple Certificate Enrollment Protocol (SCEP).
-
A.
Device Provisioning Protocol
Device Provisioning Protocol is a Wi‑Fi Alliance standard that securely bootstraps and configures devices onto wireless networks using modern cryptographic methods, often as a successor to WPS.
-
B.
Apple Automated Device Enrollment
Apple Automated Device Enrollment is an Apple device management feature that lets organizations automatically enroll and configure iOS, iPadOS, and macOS devices in their mobile device management (MDM) system during initial setup.
-
C.
Connected Device Configuration
Connected Device Configuration is a Java ME specification that defines a runtime environment and core APIs for more capable embedded and network-connected devices such as set-top boxes and smart appliances.
-
D.
Cisco vManage
Cisco vManage is a centralized network management and orchestration platform used to configure, monitor, and manage Cisco SD-WAN deployments.
-
E.
Cisco DNA Center
Cisco DNA Center is a centralized, intent-based network management and automation platform for designing, provisioning, monitoring, and securing Cisco enterprise networks.
- 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_69ca82e32db481908b72f3804fa71152 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7c98e15c8190ac2a0b2a5ff834c9 |
completed | March 31, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68898610819091a76f89cd2a6aa2 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d55196881909cf5ec925792e09f |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e2bdae08190adc51e904e85695e |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.