Triple
T21224438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LPWAN |
E523053
|
entity |
| Predicate | includesTechnologyFamily |
P53181
|
FINISHED |
| Object | LoRaWAN |
—
|
NE NERFINISHED |
How this triple was built (3 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: LoRaWAN | Statement: [LPWAN, includesTechnologyFamily, LoRaWAN]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LoRaWAN Context triple: [LPWAN, includesTechnologyFamily, LoRaWAN]
-
A.
LoRaWAN
chosen
LoRaWAN is a low-power, wide-area networking protocol designed for long-range communication between battery-operated IoT devices and centralized networks.
-
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.
Lora
Lora is a feminine given name, often considered a variant of Laura, used in various cultures.
-
D.
Lora
Lora is a town and union council located in the Abbottabad District of Pakistan’s Khyber Pakhtunkhwa province.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: includesTechnologyFamily Context triple: [LPWAN, includesTechnologyFamily, LoRaWAN]
-
A.
technologyFamily
chosen
Indicates that one technology belongs to, or is categorized under, a broader family or class of related technologies.
-
B.
featuresMobFamily
Indicates that something includes, portrays, or prominently involves a mob or mafia family as part of its content or structure.
-
C.
featuresFamily
Indicates that something includes, presents, or highlights a family as a central element or subject.
-
D.
targetsFamilyOf
Indicates that one entity is directed against, aimed at, or designed to affect a particular family or group of closely related entities.
-
E.
technologyIncludes
Indicates that one technology encompasses, contains, or incorporates another technology as part of its components, features, or implementation.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69e5f60e1a888190ba75e2e900270a4e |
completed | April 20, 2026, 9:46 a.m. |
Created at: April 16, 2026, 3:44 p.m.