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.