Triple

T23218027
Position Surface form Disambiguated ID Type / Status
Subject TS 31-series E580803 entity
Predicate includes P1393 FINISHED
Object 3GPP TS 31.116
3GPP TS 31.116 is a technical specification within the 3GPP TS 31-series that defines aspects of the interface and behavior related to UICC/SIM applications in mobile communication systems.
 E597814 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: 3GPP TS 31.116 | Statement: [TS 31-series, includes, 3GPP TS 31.116]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 31.116
Context triple: [TS 31-series, includes, 3GPP TS 31.116]
  • A. 3GPP TS 33.116
    3GPP TS 33.116 is a technical specification within the 3GPP security series that defines security requirements and mechanisms for specific mobile communication features and services.
  • B. 3GPP TS 26.116
    3GPP TS 26.116 is a technical specification within the 3GPP multimedia codec and services series that defines aspects of 3D audio and related media handling for mobile communication systems.
  • C. 3GPP TS 31.111
    3GPP TS 31.111 is a technical specification that defines the interface and procedures for the SIM Application Toolkit (SAT) in mobile communication systems.
  • D. 3GPP TS 31.115
    3GPP TS 31.115 is a technical specification within the 3GPP 31-series that defines aspects of the interface and behavior related to UICC/SIM applications in mobile communication systems.
  • E. 3GPP TS 32.111
    3GPP TS 32.111 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management, particularly related to alarm and fault management.
  • 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: 3GPP TS 31.116
Triple: [TS 31-series, includes, 3GPP TS 31.116]
Generated description
3GPP TS 31.116 is a technical specification within the 3GPP TS 31-series that defines aspects of the interface and behavior related to UICC/SIM applications in mobile communication systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 31.116
Target entity description: 3GPP TS 31.116 is a technical specification within the 3GPP TS 31-series that defines aspects of the interface and behavior related to UICC/SIM applications in mobile communication systems.
  • A. 3GPP TS 33.116
    3GPP TS 33.116 is a technical specification within the 3GPP security series that defines security requirements and mechanisms for specific mobile communication features and services.
  • B. 3GPP TS 26.116
    3GPP TS 26.116 is a technical specification within the 3GPP multimedia codec and services series that defines aspects of 3D audio and related media handling for mobile communication systems.
  • C. 3GPP TS 31.111
    3GPP TS 31.111 is a technical specification that defines the interface and procedures for the SIM Application Toolkit (SAT) in mobile communication systems.
  • D. 3GPP TS 31.115 chosen
    3GPP TS 31.115 is a technical specification within the 3GPP 31-series that defines aspects of the interface and behavior related to UICC/SIM applications in mobile communication systems.
  • E. 3GPP TS 32.111
    3GPP TS 32.111 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management, particularly related to alarm and fault management.
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1916653f08190a7dcbc659c6b6a25 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c677880bc8190b695f38de7ad693c completed May 19, 2026, 1:36 p.m.
NEDg Description generation batch_6a0c72132a608190b44c96de39b7187a completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76bcf3f08190ae28b928b18cd007 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 4:08 p.m.