Triple
T16023847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MBWA |
E388668
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Mobile Broadband Wireless Access
Mobile Broadband Wireless Access is a high-speed wireless communication technology designed to provide broadband internet connectivity to mobile users over wide geographic areas.
|
E1189836
|
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: Mobile Broadband Wireless Access | Statement: [MBWA, fullName, Mobile Broadband Wireless Access]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mobile Broadband Wireless Access Context triple: [MBWA, fullName, Mobile Broadband Wireless Access]
-
A.
Mobile telecommunications
Mobile telecommunications is the technology and infrastructure that enable wireless voice, data, and multimedia communication over cellular networks for mobile devices.
-
B.
Mobile Networks
Mobile Networks is a Nokia business segment focused on providing mobile telecommunications infrastructure, technologies, and services for wireless network operators.
-
C.
Access and Mobility Management Function
The Access and Mobility Management Function (AMF) is a key 5G core network control-plane function responsible for user equipment registration, connection and mobility management, and access authentication.
-
D.
Long Term Evolution for Machines
Long Term Evolution for Machines is a low-power wide-area cellular technology based on LTE, designed to provide efficient, secure, and cost-effective connectivity for Internet of Things (IoT) devices.
-
E.
Enhanced Data rates for GSM Evolution
Enhanced Data rates for GSM Evolution (EDGE) is a mobile phone technology standard that improves data transmission speeds over GSM networks, enabling faster internet and multimedia services on 2G and 2.5G systems.
- 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: Mobile Broadband Wireless Access Triple: [MBWA, fullName, Mobile Broadband Wireless Access]
Generated description
Mobile Broadband Wireless Access is a high-speed wireless communication technology designed to provide broadband internet connectivity to mobile users over wide geographic areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mobile Broadband Wireless Access Target entity description: Mobile Broadband Wireless Access is a high-speed wireless communication technology designed to provide broadband internet connectivity to mobile users over wide geographic areas.
-
A.
Mobile telecommunications
Mobile telecommunications is the technology and infrastructure that enable wireless voice, data, and multimedia communication over cellular networks for mobile devices.
-
B.
Mobile Networks
Mobile Networks is a Nokia business segment focused on providing mobile telecommunications infrastructure, technologies, and services for wireless network operators.
-
C.
Access and Mobility Management Function
The Access and Mobility Management Function (AMF) is a key 5G core network control-plane function responsible for user equipment registration, connection and mobility management, and access authentication.
-
D.
Long Term Evolution for Machines
Long Term Evolution for Machines is a low-power wide-area cellular technology based on LTE, designed to provide efficient, secure, and cost-effective connectivity for Internet of Things (IoT) devices.
-
E.
Enhanced Data rates for GSM Evolution
Enhanced Data rates for GSM Evolution (EDGE) is a mobile phone technology standard that improves data transmission speeds over GSM networks, enabling faster internet and multimedia services on 2G and 2.5G systems.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e18324bf308190b80bb445c7911198 |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf2f7c4c8190b1290ac28aad8cd0 |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffd065cb948190b0ad7e89a12ce535 |
completed | May 10, 2026, 12:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd1a52de08190a7b283af83be1f42 |
completed | May 10, 2026, 12:30 a.m. |
Created at: April 10, 2026, 4:55 a.m.