Triple
T21224441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LPWAN |
E523053
|
entity |
| Predicate | includesTechnologyFamily |
P53181
|
FINISHED |
| Object | LTE-M |
—
|
NE NERFINISHED |
How this triple was built (2 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: LTE-M | Statement: [LPWAN, includesTechnologyFamily, LTE-M]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LTE-M Context triple: [LPWAN, includesTechnologyFamily, LTE-M]
-
A.
LTE-M
chosen
LTE-M is a low-power wide-area cellular technology based on LTE, designed specifically for connecting Internet of Things (IoT) devices with extended coverage and reduced power consumption.
-
B.
LPWAN
LPWAN (Low-Power Wide-Area Network) is a class of wireless communication technologies designed to connect low-cost, battery-powered devices over long ranges with very low data rates, commonly used in large-scale Internet of Things (IoT) deployments.
-
C.
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.
-
D.
LoRaWAN
LoRaWAN is a low-power, wide-area networking protocol designed for long-range communication between battery-operated IoT devices and centralized networks.
-
E.
Lightweight M2M (LwM2M)
Lightweight M2M (LwM2M) is a device management and service enablement protocol designed for efficient, secure communication with constrained IoT devices over networks such as cellular and LPWAN.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e734a9c9f88190817b574f916886e5 |
completed | April 21, 2026, 8:26 a.m. |
Created at: April 16, 2026, 3:44 p.m.