Triple
T5480067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CSFB (Circuit Switched Fallback) |
E123446
|
entity |
| Predicate | operatesWith |
P4791
|
FINISHED |
| Object |
UMTS circuit-switched core network
The UMTS circuit-switched core network is the legacy 3G core infrastructure responsible for handling traditional voice calls and SMS services using circuit-switched technology.
|
E23867
|
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: UMTS circuit-switched core network | Statement: [CSFB (Circuit Switched Fallback), operatesWith, UMTS circuit-switched core network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UMTS circuit-switched core network Context triple: [CSFB (Circuit Switched Fallback), operatesWith, UMTS circuit-switched core network]
-
A.
GSM core network
The GSM core network is the central backbone of GSM mobile systems, handling key functions such as switching, mobility management, authentication, and interconnection with other networks.
-
B.
Evolved Packet Core
Evolved Packet Core is the 4G LTE mobile network architecture responsible for managing data connectivity, mobility, and services between user devices and external IP networks.
-
C.
UMTS
UMTS is a third-generation (3G) mobile telecommunications system that provides higher-speed voice and data services over cellular networks.
-
D.
3rd Generation Partnership Project
The 3rd Generation Partnership Project (3GPP) is a global collaboration of telecommunications organizations that develops and maintains technical specifications and standards for mobile communication systems, including 3G, 4G LTE, and 5G.
-
E.
CSFB (Circuit Switched Fallback)
CSFB (Circuit Switched Fallback) is a mobile network feature that allows LTE devices to temporarily switch to a legacy 2G/3G circuit-switched network to handle voice calls and SMS.
- 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: UMTS circuit-switched core network Triple: [CSFB (Circuit Switched Fallback), operatesWith, UMTS circuit-switched core network]
Generated description
The UMTS circuit-switched core network is the legacy 3G core infrastructure responsible for handling traditional voice calls and SMS services using circuit-switched technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UMTS circuit-switched core network Target entity description: The UMTS circuit-switched core network is the legacy 3G core infrastructure responsible for handling traditional voice calls and SMS services using circuit-switched technology.
-
A.
GSM core network
The GSM core network is the central backbone of GSM mobile systems, handling key functions such as switching, mobility management, authentication, and interconnection with other networks.
-
B.
Evolved Packet Core
Evolved Packet Core is the 4G LTE mobile network architecture responsible for managing data connectivity, mobility, and services between user devices and external IP networks.
-
C.
RLC (Radio Link Control) protocol for UMTS
The RLC (Radio Link Control) protocol for UMTS is a Layer 2 protocol that provides segmentation, reassembly, error correction, and in-sequence delivery of data between the user equipment and the radio access network in 3G systems.
-
D.
UMTS
chosen
UMTS is a third-generation (3G) mobile telecommunications system that provides higher-speed voice and data services over cellular networks.
-
E.
3rd Generation Partnership Project
The 3rd Generation Partnership Project (3GPP) is a global collaboration of telecommunications organizations that develops and maintains technical specifications and standards for mobile communication systems, including 3G, 4G LTE, and 5G.
- F. None of above.
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.