Triple
T12323520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AWS IoT Core |
E293775
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
AWS IoT Greengrass
AWS IoT Greengrass is an edge computing service from Amazon Web Services that lets connected devices run local compute, messaging, data caching, and machine learning inference while securely interacting with the cloud.
|
E975109
|
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: AWS IoT Greengrass | Statement: [AWS IoT Core, integratesWith, AWS IoT Greengrass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AWS IoT Greengrass Context triple: [AWS IoT Core, integratesWith, AWS IoT Greengrass]
-
A.
AWS IoT Core
AWS IoT Core is a managed cloud service that securely connects and manages Internet of Things devices at scale, enabling them to interact with cloud applications and other devices.
-
B.
AWS IoT Analytics
AWS IoT Analytics is a fully managed AWS service that collects, processes, enriches, and analyzes large volumes of IoT device data at scale.
-
C.
Amazon Web Services FreeRTOS ecosystem
The Amazon Web Services FreeRTOS ecosystem is a collection of tools, libraries, and cloud integrations built around the FreeRTOS real-time operating system to simplify developing, securing, and managing microcontroller-based IoT devices with AWS.
-
D.
Azure IoT Hub
Azure IoT Hub is a managed cloud service for securely connecting, monitoring, and controlling large fleets of Internet of Things (IoT) devices at scale.
-
E.
Amazon EventBridge
Amazon EventBridge is a serverless event bus service from AWS that enables applications to connect using events from AWS services, integrated SaaS applications, and custom sources for event-driven architectures.
- 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: AWS IoT Greengrass Triple: [AWS IoT Core, integratesWith, AWS IoT Greengrass]
Generated description
AWS IoT Greengrass is an edge computing service from Amazon Web Services that lets connected devices run local compute, messaging, data caching, and machine learning inference while securely interacting with the cloud.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AWS IoT Greengrass Target entity description: AWS IoT Greengrass is an edge computing service from Amazon Web Services that lets connected devices run local compute, messaging, data caching, and machine learning inference while securely interacting with the cloud.
-
A.
AWS IoT Core
AWS IoT Core is a managed cloud service that securely connects and manages Internet of Things devices at scale, enabling them to interact with cloud applications and other devices.
-
B.
AWS IoT Analytics
AWS IoT Analytics is a fully managed AWS service that collects, processes, enriches, and analyzes large volumes of IoT device data at scale.
-
C.
Amazon Web Services FreeRTOS ecosystem
The Amazon Web Services FreeRTOS ecosystem is a collection of tools, libraries, and cloud integrations built around the FreeRTOS real-time operating system to simplify developing, securing, and managing microcontroller-based IoT devices with AWS.
-
D.
Azure IoT Hub
Azure IoT Hub is a managed cloud service for securely connecting, monitoring, and controlling large fleets of Internet of Things (IoT) devices at scale.
-
E.
Amazon EventBridge
Amazon EventBridge is a serverless event bus service from AWS that enables applications to connect using events from AWS services, integrated SaaS applications, and custom sources for event-driven architectures.
- 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_69d6ab6ae0dc8190b1522a9c1c55c114 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f4d7dac81909ff10e64e229ef33 |
completed | April 10, 2026, 6:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e8d27288190bdf32acd600141db |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f9493d081909a543bcafeb508d1 |
completed | May 2, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f620ad9ec0819099909142fbad6412 |
completed | May 2, 2026, 4:05 p.m. |
Created at: April 8, 2026, 9:53 p.m.