Triple
T5480161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LTE-M |
E123448
|
entity |
| Predicate | belongsToCategory |
P87
|
FINISHED |
| Object |
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.
|
E523053
|
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: LPWAN | Statement: [LTE-M, belongsToCategory, LPWAN]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LPWAN Context triple: [LTE-M, belongsToCategory, LPWAN]
-
A.
LTE-M
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.
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.
-
C.
WSN
WSN is the standard abbreviation used for the Washington Nationals Major League Baseball team.
-
D.
IEEE 802.20
IEEE 802.20 is a wireless broadband standard designed to support high-mobility mobile Internet access over metropolitan-scale networks.
-
E.
IEEE 802.22
IEEE 802.22 is a wireless regional area network (WRAN) standard that uses cognitive radio techniques to provide broadband access over TV white spaces in rural and remote areas.
- 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: LPWAN Triple: [LTE-M, belongsToCategory, LPWAN]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LPWAN Target entity description: 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.
-
A.
LTE-M
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.
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.
-
C.
WSN
WSN is the standard abbreviation used for the Washington Nationals Major League Baseball team.
-
D.
IEEE 802.20
IEEE 802.20 is a wireless broadband standard designed to support high-mobility mobile Internet access over metropolitan-scale networks.
-
E.
IEEE 802.22
IEEE 802.22 is a wireless regional area network (WRAN) standard that uses cognitive radio techniques to provide broadband access over TV white spaces in rural and remote areas.
- 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_69bd4648883481909e9775d43300c5fa |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd9248ca348190aa116cace0f9b07a |
completed | March 20, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf48a2880c8190ad76cf8c3862aede |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf4a95375881909ba730ad108eee8b |
completed | March 22, 2026, 1:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4afb47a88190a66de6b6c7d5c241 |
completed | March 22, 2026, 1:50 a.m. |
Created at: March 20, 2026, 2:09 p.m.