Triple

T1832018
Position Surface form Disambiguated ID Type / Status
Subject Bluetooth E40780 entity
Predicate includesSpecification P19701 FINISHED
Object Bluetooth Mesh
Bluetooth Mesh is a networking technology that enables many-to-many device communication over Bluetooth Low Energy for large-scale, robust, and secure IoT deployments.
 E203910 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: Bluetooth Mesh | Statement: [Bluetooth, includesSpecification, Bluetooth Mesh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bluetooth Mesh
Context triple: [Bluetooth, includesSpecification, Bluetooth Mesh]
  • A. Zigbee
    Zigbee is a low-power, wireless mesh networking standard commonly used for home automation and Internet of Things (IoT) devices.
  • B. Bluetooth
    Bluetooth is a short-range wireless communication technology standard used to connect and exchange data between devices such as phones, computers, headphones, and peripherals.
  • C. Z-Wave
    Z-Wave is a wireless communication protocol designed primarily for home automation, enabling low-power, reliable control and monitoring of smart devices such as lights, locks, and sensors.
  • D. 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.
  • E. WirelessHART
    WirelessHART is an industrial wireless communication standard designed for reliable, secure, and interoperable field device networking in process automation environments.
  • 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: Bluetooth Mesh
Triple: [Bluetooth, includesSpecification, Bluetooth Mesh]
Generated description
Bluetooth Mesh is a networking technology that enables many-to-many device communication over Bluetooth Low Energy for large-scale, robust, and secure IoT deployments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bluetooth Mesh
Target entity description: Bluetooth Mesh is a networking technology that enables many-to-many device communication over Bluetooth Low Energy for large-scale, robust, and secure IoT deployments.
  • A. Zigbee
    Zigbee is a low-power, wireless mesh networking standard commonly used for home automation and Internet of Things (IoT) devices.
  • B. Bluetooth
    Bluetooth is a short-range wireless communication technology standard used to connect and exchange data between devices such as phones, computers, headphones, and peripherals.
  • C. Z-Wave
    Z-Wave is a wireless communication protocol designed primarily for home automation, enabling low-power, reliable control and monitoring of smart devices such as lights, locks, and sensors.
  • D. 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.
  • E. WirelessHART
    WirelessHART is an industrial wireless communication standard designed for reliable, secure, and interoperable field device networking in process automation environments.
  • 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb022aef48190975b6d12fc6681ad completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6f212c8190b0d182f8486d9e47 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc080abb88190883c35943dc7cb10 completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc13330888190a2b99c6fcbb97d49 completed March 8, 2026, 6:34 p.m.
Created at: March 4, 2026, 7:32 p.m.