Triple

T22331559
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 32.101 E552034 entity
Predicate hasFullTitle P1116 FINISHED
Object Telecommunication management; Principles and high level requirements 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: Telecommunication management; Principles and high level requirements | Statement: [3GPP TS 32.101, hasFullTitle, Telecommunication management; Principles and high level requirements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Telecommunication management; Principles and high level requirements
Context triple: [3GPP TS 32.101, hasFullTitle, Telecommunication management; Principles and high level requirements]
  • A. Telecommunication Management Network
    Telecommunication Management Network (TMN) is an ITU-T standardized framework that defines architecture, interfaces, and protocols for managing and monitoring telecommunication networks and services.
  • B. Spectrum Management and Telecommunications program
    The Spectrum Management and Telecommunications program is a Canadian federal initiative responsible for regulating and managing the country’s radio frequency spectrum and telecommunications infrastructure to support efficient, reliable communications services.
  • C. Access and Mobility Management Function
    The Access and Mobility Management Function (AMF) is a key 5G core network control-plane function responsible for user equipment registration, connection and mobility management, and access authentication.
  • D. Telecoms & Internet converged Services & Protocols for Advanced Networks
    Telecoms & Internet converged Services & Protocols for Advanced Networks (TISPAN) is an ETSI standardization body focused on developing next-generation network architectures and protocols that integrate traditional telecommunications with internet-based services.
  • E. 3GPP Release specifications for core network services
    3GPP Release specifications for core network services are standardized technical documents that define the architecture, interfaces, and protocols enabling mobile core network functionality across successive generations of cellular systems.
  • 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: Telecommunication management; Principles and high level requirements
Target entity description: "Telecommunication management; Principles and high level requirements" is a 3GPP technical specification that defines the overarching concepts, objectives, and baseline requirements for managing telecommunications networks and services.
  • A. Telecommunication Management Network
    Telecommunication Management Network (TMN) is an ITU-T standardized framework that defines architecture, interfaces, and protocols for managing and monitoring telecommunication networks and services.
  • B. Spectrum Management and Telecommunications program
    The Spectrum Management and Telecommunications program is a Canadian federal initiative responsible for regulating and managing the country’s radio frequency spectrum and telecommunications infrastructure to support efficient, reliable communications services.
  • C. Access and Mobility Management Function
    The Access and Mobility Management Function (AMF) is a key 5G core network control-plane function responsible for user equipment registration, connection and mobility management, and access authentication.
  • D. Telecoms & Internet converged Services & Protocols for Advanced Networks
    Telecoms & Internet converged Services & Protocols for Advanced Networks (TISPAN) is an ETSI standardization body focused on developing next-generation network architectures and protocols that integrate traditional telecommunications with internet-based services.
  • E. 3GPP Release specifications for core network services
    3GPP Release specifications for core network services are standardized technical documents that define the architecture, interfaces, and protocols enabling mobile core network functionality across successive generations of cellular systems.
  • 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577b555c8190ac61c026ee7dfb2b completed April 29, 2026, 12:57 a.m.
Created at: April 16, 2026, 8:43 p.m.