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.