Triple

T23218039
Position Surface form Disambiguated ID Type / Status
Subject TS 31-series E580803 entity
Predicate includes P1393 FINISHED
Object 3GPP TS 31.221 — 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 31.221 | Statement: [TS 31-series, includes, 3GPP TS 31.221]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 31.221
Context triple: [TS 31-series, includes, 3GPP TS 31.221]
  • A. 3GPP TS 23.221
    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.
  • B. 3GPP TS 25.331
    3GPP TS 25.331 is a 3GPP technical specification that defines the Radio Resource Control (RRC) protocol for the UMTS (WCDMA) radio interface.
  • C. 3GPP TS 29.311
    3GPP TS 29.311 is a technical specification that defines core network interface and protocol aspects within the 3GPP system architecture.
  • D. 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.
  • E. 3GPP TS 25.321
    3GPP TS 25.321 is a 3rd Generation Partnership Project technical specification that defines the MAC (Medium Access Control) protocol layer for UMTS, including support for High-Speed Uplink Packet Access (HSUPA).
  • 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 31.221
Target entity description: 3GPP TS 31.221 is a technical specification that defines aspects of the interface and behavior of UICC/SIM/USIM applications in mobile communication systems within the 3GPP standards framework.
  • A. 3GPP TS 23.221
    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.
  • B. 3GPP TS 25.331
    3GPP TS 25.331 is a 3GPP technical specification that defines the Radio Resource Control (RRC) protocol for the UMTS (WCDMA) radio interface.
  • C. 3GPP TS 29.311
    3GPP TS 29.311 is a technical specification that defines core network interface and protocol aspects within the 3GPP system architecture.
  • D. 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.
  • E. 3GPP TS 25.321
    3GPP TS 25.321 is a 3rd Generation Partnership Project technical specification that defines the MAC (Medium Access Control) protocol layer for UMTS, including support for High-Speed Uplink Packet Access (HSUPA).
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1916653f08190a7dcbc659c6b6a25 completed April 29, 2026, 5:04 a.m.
Created at: April 17, 2026, 4:08 p.m.