Triple

T22430094
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 33-series E554474 entity
Predicate includes P1393 FINISHED
Object 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.
 E1539549 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 33.116 | Statement: [3GPP TS 33-series, includes, 3GPP TS 33.116]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 33.116
Context triple: [3GPP TS 33-series, includes, 3GPP TS 33.116]
  • A. 3GPP TS 33.106
    3GPP TS 33.106 is a technical specification within the 3GPP security series that defines security requirements and mechanisms for mobile telecommunications systems.
  • B. 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.
  • C. 3GPP TS 32.106
    3GPP TS 32.106 is a technical specification that defines aspects of the telecommunications management network within the 3GPP standards framework, focusing on operations, administration, and maintenance of mobile networks.
  • D. 3GPP TS 26.114
    3GPP TS 26.114 is a technical specification that defines the IP multimedia subsystem (IMS) multimedia telephony service, including voice and video over LTE and related media handling.
  • E. 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.
  • 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 33.116
Triple: [3GPP TS 33-series, includes, 3GPP TS 33.116]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 33.116
Target entity description: 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.
  • A. 3GPP TS 33.106
    3GPP TS 33.106 is a technical specification within the 3GPP security series that defines security requirements and mechanisms for mobile telecommunications systems.
  • B. 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.
  • C. 3GPP TS 32.106
    3GPP TS 32.106 is a technical specification that defines aspects of the telecommunications management network within the 3GPP standards framework, focusing on operations, administration, and maintenance of mobile networks.
  • D. 3GPP TS 26.114
    3GPP TS 26.114 is a technical specification that defines the IP multimedia subsystem (IMS) multimedia telephony service, including voice and video over LTE and related media handling.
  • E. 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.
  • F. None of above. chosen

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_69e11e4f2d0c819091aa3558ea2ee630 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15a311b148190bdb752f3f067bb3f completed April 29, 2026, 1:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b124d0c608190838ee9a61a220786 completed May 18, 2026, 1:21 p.m.
NEDg Description generation batch_6a0b14a059e4819095a3d467c469e783 completed May 18, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_6a0b15696e588190a2c76b0a4af285a4 completed May 18, 2026, 1:34 p.m.
Created at: April 16, 2026, 8:47 p.m.