Triple

T21193321
Position Surface form Disambiguated ID Type / Status
Subject Self-Organizing Networks enhancements E522262 entity
Predicate partOf P40 FINISHED
Object Self-Organizing Networks — NE NERFINISHED

How this triple was built (2 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: Self-Organizing Networks | Statement: [Self-Organizing Networks enhancements, partOf, Self-Organizing Networks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Self-Organizing Networks
Context triple: [Self-Organizing Networks enhancements, partOf, Self-Organizing Networks]
  • A. Self-Organizing Networks enhancements chosen
    Self-Organizing Networks enhancements are advanced automation and optimization capabilities introduced in later 3GPP standards to improve mobile network efficiency, performance, and self-management.
  • B. 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.
  • C. Communication Networks: A First Course
    Communication Networks: A First Course is a foundational textbook by Jean Walrand that introduces the principles, architectures, and performance analysis of modern communication networks.
  • D. Wireless Communications and Networks
    Wireless Communications and Networks is a widely used textbook that provides a comprehensive introduction to the principles, technologies, and protocols underlying modern wireless communication systems and networking.
  • E. A Critique of Self-Similar Traffic
    "A Critique of Self-Similar Traffic" is a highly influential research paper in network traffic modeling that challenges prevailing assumptions about self-similarity in Internet traffic and refines understanding of its causes and implications.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0b51061388190aa03f19700d3ef04 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73339aaa081909d9009c58c386422 completed April 21, 2026, 8:20 a.m.
Created at: April 16, 2026, 3:07 p.m.