Triple

T21228109
Position Surface form Disambiguated ID Type / Status
Subject OMA SpecWorks E523134 entity
Predicate notableSpecification P41883 FINISHED
Object OMA Device Management
OMA Device Management is a widely adopted open standard protocol that enables remote configuration, provisioning, and management of mobile and IoT devices across diverse networks and platforms.
E1472737 NE FINISHED

How this triple was built (5 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: OMA Device Management | Statement: [OMA SpecWorks, notableSpecification, OMA Device Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OMA Device Management
Context triple: [OMA SpecWorks, notableSpecification, OMA Device Management]
  • A. 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.
  • B. 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).
  • C. Cisco vManage
    Cisco vManage is a centralized network management and orchestration platform used to configure, monitor, and manage Cisco SD-WAN deployments.
  • D. MindSphere
    MindSphere is Siemens' cloud-based industrial Internet of Things (IIoT) platform for connecting, monitoring, and analyzing data from industrial equipment and systems.
  • E. 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.
  • 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: OMA Device Management
Triple: [OMA SpecWorks, notableSpecification, OMA Device Management]
Generated description
OMA Device Management is a widely adopted open standard protocol that enables remote configuration, provisioning, and management of mobile and IoT devices across diverse networks and platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OMA Device Management
Target entity description: OMA Device Management is a widely adopted open standard protocol that enables remote configuration, provisioning, and management of mobile and IoT devices across diverse networks and platforms.
  • A. 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.
  • B. 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).
  • C. Cisco vManage
    Cisco vManage is a centralized network management and orchestration platform used to configure, monitor, and manage Cisco SD-WAN deployments.
  • D. MindSphere
    MindSphere is Siemens' cloud-based industrial Internet of Things (IIoT) platform for connecting, monitoring, and analyzing data from industrial equipment and systems.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableSpecification
Context triple: [OMA SpecWorks, notableSpecification, OMA Device Management]
  • A. notableTechnicalFeature
    Indicates that an entity possesses a significant or distinguishing technical characteristic or capability.
  • B. notableFeatureOn
    Indicates that one entity is a prominent or distinguishing feature located on or part of another entity.
  • C. primarySpecification chosen
    Indicates that one specification is the main or authoritative specification associated with an entity, distinguishing it from any secondary or supplementary specifications.
  • D. notableStandard
    Indicates that one entity is a widely recognized or influential standard that the other entity is associated with or exemplifies.
  • E. notableParameter
    Indicates that a particular parameter is especially significant, distinctive, or noteworthy within the context of the relationship or action.
  • F. None of above.

Provenance (6 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_69e0b512ad94819087942b2ed925185f completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e734ad5068819088b203eeba4e6380 completed April 21, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0986e9757c81908f14889be3097ada completed May 17, 2026, 9:14 a.m.
NEDg Description generation batch_6a09878b38208190964f9bc8f5c40d36 completed May 17, 2026, 9:16 a.m.
NED2 Entity disambiguation (via description) batch_6a09888c04e481908375982a62b8a260 completed May 17, 2026, 9:21 a.m.
PD Predicate disambiguation batch_69e5f60e1a888190ba75e2e900270a4e completed April 20, 2026, 9:46 a.m.
Created at: April 16, 2026, 3:44 p.m.