Triple

T22757085
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 32.272 E562875 entity
Predicate managedIn P29724 FINISHED
Object 3GPP SA5 (Telecom Management)
3GPP SA5 (Telecom Management) is the 3GPP working group responsible for defining standards and architectures for end-to-end network and service management across mobile telecommunications systems.
 E141565 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 SA5 (Telecom Management) | Statement: [3GPP TS 32.272, managedIn, 3GPP SA5 (Telecom Management)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP SA5 (Telecom Management)
Context triple: [3GPP TS 32.272, managedIn, 3GPP SA5 (Telecom Management)]
  • A. 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.
  • B. 3GPP
    3GPP is an international standards organization that develops technical specifications for mobile telecommunications technologies, including 3G, 4G LTE, and 5G.
  • C. 3GPP TSG SA WG4
    3GPP TSG SA WG4 is a working group within 3GPP’s Service and System Aspects (SA) Technical Specification Group responsible for developing specifications for multimedia codecs, media handling, and related services in mobile communication systems.
  • D. 3GPP RAN
    3GPP RAN is the standards group within 3GPP responsible for specifying the radio access network technologies and protocols used in mobile communication systems such as LTE and 5G.
  • E. 3GPP Core Network and Terminals (CT)
    3GPP Core Network and Terminals (CT) is a technical specification group within 3GPP responsible for defining standards for core network architectures, protocols, and terminal interfaces 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 SA5 (Telecom Management)
Triple: [3GPP TS 32.272, managedIn, 3GPP SA5 (Telecom Management)]
Generated description
3GPP SA5 (Telecom Management) is the 3GPP working group responsible for defining standards and architectures for end-to-end network and service management across mobile telecommunications systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP SA5 (Telecom Management)
Target entity description: 3GPP SA5 (Telecom Management) is the 3GPP working group responsible for defining standards and architectures for end-to-end network and service management across mobile telecommunications systems.
  • A. 3GPP SA chosen
    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.
  • B. 3GPP
    3GPP is an international standards organization that develops technical specifications for mobile telecommunications technologies, including 3G, 4G LTE, and 5G.
  • C. 3GPP TSG SA WG4
    3GPP TSG SA WG4 is a working group within 3GPP’s Service and System Aspects (SA) Technical Specification Group responsible for developing specifications for multimedia codecs, media handling, and related services in mobile communication systems.
  • D. 3GPP RAN
    3GPP RAN is the standards group within 3GPP responsible for specifying the radio access network technologies and protocols used in mobile communication systems such as LTE and 5G.
  • E. 3GPP Core Network and Terminals (CT)
    3GPP Core Network and Terminals (CT) is a technical specification group within 3GPP responsible for defining standards for core network architectures, protocols, and terminal interfaces in mobile communication systems.
  • 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_69e24551ec7881909a9c924dbea155f6 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17a798ae08190b9810bf241613198 completed April 29, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b98150cfc8190a3530e51f0311e33 completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b99f7ee848190a4838e757cff7de6 completed May 18, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9ab1cb508190befa17184bfd8f51 completed May 18, 2026, 11:03 p.m.
Created at: April 17, 2026, 3:25 p.m.