Triple
T21228109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OMA SpecWorks |
E523134
|
entity |
| Predicate | notableSpecification |
P41883
|
FINISHED |
| Object | OMA Device Management |
—
|
NE NERFINISHED |
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: 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.
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 (3 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. |
| PD | Predicate disambiguation | batch_69e5f60e1a888190ba75e2e900270a4e |
completed | April 20, 2026, 9:46 a.m. |
Created at: April 16, 2026, 3:44 p.m.