Triple

T21227121
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 23-series E523111 entity
Predicate includes P1393 FINISHED
Object 3GPP TS 23.221 — 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 TS 23.221 | Statement: [3GPP TS 23-series, includes, 3GPP TS 23.221]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 23.221
Context triple: [3GPP TS 23-series, includes, 3GPP TS 23.221]
  • A. 3GPP TS 32.271
    3GPP TS 32.271 is a technical specification within the 3GPP telecommunications standards that defines aspects of network management, particularly related to charging and performance management for mobile networks.
  • B. 3GPP TS 23.501
    3GPP TS 23.501 is a core 5G system specification that defines the overall system architecture, procedures, and key network functions for 5G networks.
  • C. 3GPP TS 36.331
    3GPP TS 36.331 is a 3GPP technical specification that defines the Radio Resource Control (RRC) protocol for LTE (E-UTRA) networks.
  • D. 3GPP TS 24.011
    3GPP TS 24.011 is a technical specification that defines the layer 3 signalling procedures and protocols for circuit-switched call control and mobility management in GSM/UMTS mobile networks.
  • E. 3GPP TS 24.503
    3GPP TS 24.503 is a technical specification that defines the Non-Access Stratum (NAS) signaling procedures for 5G system (5GS) mobile devices and networks.
  • 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 TS 23.221
Target entity description: 3GPP TS 23.221 is a technical specification within the 3GPP 23-series that defines aspects of the service architecture and functional requirements for mobile telecommunications systems.
  • A. 3GPP TS 32.271
    3GPP TS 32.271 is a technical specification within the 3GPP telecommunications standards that defines aspects of network management, particularly related to charging and performance management for mobile networks.
  • B. 3GPP TS 23.501
    3GPP TS 23.501 is a core 5G system specification that defines the overall system architecture, procedures, and key network functions for 5G networks.
  • C. 3GPP TS 36.331
    3GPP TS 36.331 is a 3GPP technical specification that defines the Radio Resource Control (RRC) protocol for LTE (E-UTRA) networks.
  • D. 3GPP TS 24.011
    3GPP TS 24.011 is a technical specification that defines the layer 3 signalling procedures and protocols for circuit-switched call control and mobility management in GSM/UMTS mobile networks.
  • E. 3GPP TS 24.503
    3GPP TS 24.503 is a technical specification that defines the Non-Access Stratum (NAS) signaling procedures for 5G system (5GS) mobile devices and networks.
  • 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_69e0b512ad94819087942b2ed925185f completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e734ac42a08190b95a24acf5f0779b completed April 21, 2026, 8:26 a.m.
Created at: April 16, 2026, 3:44 p.m.