Knowledge Tree
KARMA
Facts (9)
Sources
Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org 3 facts
procedureThe KARMA system provides a semi-automatic approach to link a structured source, such as a relational database, with an existing ontology. The process consists of four steps: (1) assigning semantic types to each column, (2) constructing a graph of all possible mappings between the source and the ontology, (3) refining the model based on user input, and (4) generating a formal specification of the source model.
procedureArtist-KG constructs a knowledge graph of artists by incrementally adding data from four different sources and applying schema mapping with the Karma approach to map entity properties.
claimKarma is a system that implements K2RML, an alternative to the R2RML mapping language.
LLM-empowered knowledge graph construction: A survey - arXiv arxiv.org Oct 23, 2025 2 facts
referenceThe KARMA framework, developed by Lu and Wang (2025), utilizes a multi-agent architecture where each agent performs schema-guided extraction tasks to ensure accurate entity normalization and relation classification within a fixed ontological boundary.
referenceYuxing Lu and Jinzhuo Wang authored the paper 'KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment,' which was published as an arXiv preprint in February 2025.
Mind and Consciousness - St Andrews Encyclopaedia of Theology saet.ac.uk Jun 20, 2024 1 fact
claimMonistic Hinduism and Buddhism posit levels of consciousness, reincarnation, Karma, and teachings about minds and mindfulness.
Books - Nigel Kerner nigelkerner.com 1 fact
claimNigel Kerner states that humans can free themselves from the influence of Grey aliens by following spiritual laws of reincarnation and karma to achieve enlightenment, a state the Greys are unable to reach.
#285- Dolores Cannon & The Mystery of Past Life Memories - iHeart iheart.com Oct 13, 2025 1 fact
claimThe concept of Karma, as discussed in the context of past life therapy, is defined as the law of cause and effect where actions, whether good or bad, return to the individual across lifetimes.
The Convoluted Universe, Book 1 by Dolores Cannon - Goodreads goodreads.com 1 fact
perspectiveThe human species' main purpose is the acquisition of knowledge and information, where actions are categorized as positive or negative rather than right or wrong, serving to resolve karma and complete assignments.