Triple

T6402510
Position Surface form Disambiguated ID Type / Status
Subject 3GPP Release 16 E144096 entity
Predicate includesFeature P182 FINISHED
Object Integrated Access and Backhaul
Integrated Access and Backhaul is a 5G technology framework that enables wireless backhaul links to share the same radio resources and infrastructure as user access links, improving network coverage and deployment flexibility.
E590335 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: Integrated Access and Backhaul | Statement: [3GPP Release 16, includesFeature, Integrated Access and Backhaul]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Integrated Access and Backhaul
Context triple: [3GPP Release 16, includesFeature, Integrated Access and Backhaul]
  • A. Next Generation Network architectures
    Next Generation Network architectures are advanced telecommunications frameworks that integrate voice, data, and multimedia services over a unified, packet-based IP infrastructure to enable flexible, scalable, and service-agnostic communication.
  • B. IEEE 802.1CM fronthaul standard
    The IEEE 802.1CM fronthaul standard is a Time-Sensitive Networking (TSN) specification that defines Ethernet-based transport requirements and profiles for carrying mobile fronthaul traffic in 4G/5G radio access networks.
  • C. 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.
  • D. Network-in-Network architecture
    Network-in-Network architecture is a convolutional neural network design that replaces traditional linear convolution layers with micro multilayer perceptrons (MLPs) to enhance feature abstraction and model expressiveness.
  • E. 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.
  • 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: Integrated Access and Backhaul
Triple: [3GPP Release 16, includesFeature, Integrated Access and Backhaul]
Generated description
Integrated Access and Backhaul is a 5G technology framework that enables wireless backhaul links to share the same radio resources and infrastructure as user access links, improving network coverage and deployment flexibility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Integrated Access and Backhaul
Target entity description: Integrated Access and Backhaul is a 5G technology framework that enables wireless backhaul links to share the same radio resources and infrastructure as user access links, improving network coverage and deployment flexibility.
  • A. Next Generation Network architectures
    Next Generation Network architectures are advanced telecommunications frameworks that integrate voice, data, and multimedia services over a unified, packet-based IP infrastructure to enable flexible, scalable, and service-agnostic communication.
  • B. IEEE 802.1CM fronthaul standard
    The IEEE 802.1CM fronthaul standard is a Time-Sensitive Networking (TSN) specification that defines Ethernet-based transport requirements and profiles for carrying mobile fronthaul traffic in 4G/5G radio access networks.
  • C. 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.
  • D. Network-in-Network architecture
    Network-in-Network architecture is a convolutional neural network design that replaces traditional linear convolution layers with micro multilayer perceptrons (MLPs) to enhance feature abstraction and model expressiveness.
  • E. 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.
  • 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_69c008dc56fc81908d43ffcc11d73bdd completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c068ade8c881908a0472f1de6b7c21 completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638a6e6248190bda7ad3fbd8f4746 completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63a25424c81908f065e1576973275 completed March 27, 2026, 8:04 a.m.
NED2 Entity disambiguation (via description) batch_69c63ab1e13c8190941888ed65574f7d completed March 27, 2026, 8:07 a.m.
Created at: March 22, 2026, 4:35 p.m.