Triple

T23363176
Position Surface form Disambiguated ID Type / Status
Subject 5G AKA E593239 entity
Predicate basedOn P98 FINISHED
Object 3GPP AKA — 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: 3GPP AKA | Statement: [5G AKA, basedOn, 3GPP AKA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP AKA
Context triple: [5G AKA, basedOn, 3GPP AKA]
  • A. 5G AKA
    5G AKA is an authentication and key agreement protocol used in 5G mobile networks to securely verify users and establish cryptographic keys between devices and the network.
  • B. EAP-AKA'
    EAP-AKA' is an enhanced authentication protocol used in mobile networks, particularly 5G, to provide secure mutual authentication and key agreement between user devices and the core network.
  • C. 3GPP SA
    3GPP SA (Service and System Aspects) is the working group within the 3rd Generation Partnership Project responsible for overall system architecture, service requirements, and cross-domain coordination for mobile communication standards.
  • D. 3GPP TS 33.511
    3GPP TS 33.511 is a technical specification defining security aspects and test requirements for 5G system features within the 3GPP standards framework.
  • E. 3GPP TS 29.503
    3GPP TS 29.503 is a technical specification defining core network interfaces and procedures within the 3GPP 29-series for mobile telecommunications systems.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP AKA
Target entity description: 3GPP AKA is a standardized authentication and key agreement protocol defined by the 3rd Generation Partnership Project for secure mutual authentication and key generation in mobile networks.
  • A. 5G AKA
    5G AKA is an authentication and key agreement protocol used in 5G mobile networks to securely verify users and establish cryptographic keys between devices and the network.
  • B. EAP-AKA'
    EAP-AKA' is an enhanced authentication protocol used in mobile networks, particularly 5G, to provide secure mutual authentication and key agreement between user devices and the core network.
  • C. 3GPP SA
    3GPP SA (Service and System Aspects) is the working group within the 3rd Generation Partnership Project responsible for overall system architecture, service requirements, and cross-domain coordination for mobile communication standards.
  • D. 3GPP TS 33.511
    3GPP TS 33.511 is a technical specification defining security aspects and test requirements for 5G system features within the 3GPP standards framework.
  • E. 3GPP TS 29.503
    3GPP TS 29.503 is a technical specification defining core network interfaces and procedures within the 3GPP 29-series for mobile telecommunications systems.
  • F. None of above. chosen

Provenance (2 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_69e25d2593c88190bcdf4a716a94ccb2 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0aa0ed88190b0198cbfd1bcc59b completed April 29, 2026, 6:09 a.m.
Created at: April 17, 2026, 5:30 p.m.