Triple
T12323519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AWS IoT Core |
E293775
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
AWS IoT Device Management
AWS IoT Device Management is an AWS service that helps you securely onboard, organize, monitor, and remotely manage fleets of IoT devices at scale.
|
E987648
|
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 Device Management | Statement: [AWS IoT Core, integratesWith, AWS IoT Device Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AWS IoT Device Management Context triple: [AWS IoT Core, integratesWith, AWS IoT Device Management]
-
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 Device Defender
AWS IoT Device Defender is a managed AWS security service that continuously audits, monitors, and helps protect fleets of IoT devices from potential security issues and anomalous behavior.
-
C.
AWS IoT Events
AWS IoT Events is a fully managed AWS service that detects and responds to changes and complex event patterns from IoT sensors and applications at scale.
-
D.
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.
-
E.
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.
- 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 Device Management Triple: [AWS IoT Core, integratesWith, AWS IoT Device Management]
Generated description
AWS IoT Device Management is an AWS service that helps you securely onboard, organize, monitor, and remotely manage fleets of IoT devices at scale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AWS IoT Device Management Target entity description: AWS IoT Device Management is an AWS service that helps you securely onboard, organize, monitor, and remotely manage fleets of IoT devices at scale.
-
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 Device Defender
AWS IoT Device Defender is a managed AWS security service that continuously audits, monitors, and helps protect fleets of IoT devices from potential security issues and anomalous behavior.
-
C.
AWS IoT Events
AWS IoT Events is a fully managed AWS service that detects and responds to changes and complex event patterns from IoT sensors and applications at scale.
-
D.
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.
-
E.
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.
- 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_69f64b8ed1dc81908a0066d7cbfda086 |
completed | May 2, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69f64d15a97c81909046190f0d0fd986 |
completed | May 2, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64e6d311c8190b851b89e394165d0 |
completed | May 2, 2026, 7:20 p.m. |
Created at: April 8, 2026, 9:53 p.m.