Triple

T21228110
Position Surface form Disambiguated ID Type / Status
Subject OMA SpecWorks E523134 entity
Predicate notableSpecification P41883 FINISHED
Object OMA Lightweight M2M
OMA Lightweight M2M is a device management and service enablement protocol designed by OMA SpecWorks for efficient, secure management of constrained IoT devices.
E1472738 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: OMA Lightweight M2M | Statement: [OMA SpecWorks, notableSpecification, OMA Lightweight M2M]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OMA Lightweight M2M
Context triple: [OMA SpecWorks, notableSpecification, OMA Lightweight M2M]
  • A. oneM2M
    oneM2M is a global standards initiative that develops a common service layer framework to enable interoperable machine-to-machine (M2M) and Internet of Things (IoT) systems across different industries and regions.
  • B. M2M
    M2M is a Norwegian pop duo best known for their late-1990s and early-2000s teen pop hits like "Don't Say You Love Me."
  • C. IEEE 2413 IoT architecture standard
    IEEE 2413 IoT architecture standard is a framework that defines a unified, scalable reference architecture and common vocabulary for designing and integrating Internet of Things systems across diverse domains.
  • D. Long Term Evolution for Machines
    Long Term Evolution for Machines is a low-power wide-area cellular technology based on LTE, designed to provide efficient, secure, and cost-effective connectivity for Internet of Things (IoT) devices.
  • E. NB-IoT
    NB-IoT (Narrowband Internet of Things) is a low-power wide-area network radio technology standard designed to efficiently connect large numbers of simple, low-throughput IoT devices over licensed cellular spectrum.
  • 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 Lightweight M2M
Triple: [OMA SpecWorks, notableSpecification, OMA Lightweight M2M]
Generated description
OMA Lightweight M2M is a device management and service enablement protocol designed by OMA SpecWorks for efficient, secure management of constrained IoT devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OMA Lightweight M2M
Target entity description: OMA Lightweight M2M is a device management and service enablement protocol designed by OMA SpecWorks for efficient, secure management of constrained IoT devices.
  • A. oneM2M
    oneM2M is a global standards initiative that develops a common service layer framework to enable interoperable machine-to-machine (M2M) and Internet of Things (IoT) systems across different industries and regions.
  • B. M2M
    M2M is a Norwegian pop duo best known for their late-1990s and early-2000s teen pop hits like "Don't Say You Love Me."
  • C. IEEE 2413 IoT architecture standard
    IEEE 2413 IoT architecture standard is a framework that defines a unified, scalable reference architecture and common vocabulary for designing and integrating Internet of Things systems across diverse domains.
  • D. Long Term Evolution for Machines
    Long Term Evolution for Machines is a low-power wide-area cellular technology based on LTE, designed to provide efficient, secure, and cost-effective connectivity for Internet of Things (IoT) devices.
  • E. NB-IoT
    NB-IoT (Narrowband Internet of Things) is a low-power wide-area network radio technology standard designed to efficiently connect large numbers of simple, low-throughput IoT devices over licensed cellular spectrum.
  • 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_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.
Created at: April 16, 2026, 3:44 p.m.