rows { options { physical_type: PHYSICAL_STREAM_TYPE_QUADS max_name_table_size: 128 max_prefix_table_size: 16 max_datatype_table_size: 16 logical_type: LOGICAL_STREAM_TYPE_DATASETS version: 2 } } rows { prefix { value: "https://w3id.org/np/" } } rows { name { value: "RAmY-9xN9x8hMye9Dd6m2Kl_NM4CrxIPr7M9167aWyt6Y" } } rows { namespace { name: "this" value { prefix_id: 1 } } } rows { prefix { value: "https://w3id.org/np/RAmY-9xN9x8hMye9Dd6m2Kl_NM4CrxIPr7M9167aWyt6Y/" } } rows { name { } } rows { namespace { name: "sub" value { prefix_id: 2 } } } rows { prefix { value: "http://www.nanopub.org/nschema#" } } rows { namespace { name: "np" value { prefix_id: 3 name_id: 2 } } } rows { prefix { value: "http://purl.org/dc/terms/" } } rows { namespace { name: "dct" value { prefix_id: 4 name_id: 2 } } } rows { prefix { value: "http://purl.org/pav/" } } rows { namespace { name: "pav" value { prefix_id: 5 name_id: 2 } } } rows { prefix { value: "http://www.w3.org/1999/02/22-rdf-syntax-ns#" } } rows { namespace { name: "rdf" value { prefix_id: 6 name_id: 2 } } } rows { prefix { value: "http://www.w3.org/2002/07/owl#" } } rows { namespace { name: "owl" value { prefix_id: 7 name_id: 2 } } } rows { prefix { value: "http://www.w3.org/2004/03/trix/rdfg-1/" } } rows { namespace { name: "rdfg" value { prefix_id: 8 name_id: 2 } } } rows { prefix { value: "http://purl.org/dc/elements/1.1/" } } rows { namespace { name: "dce" value { prefix_id: 9 name_id: 2 } } } rows { prefix { value: "http://www.w3.org/2001/XMLSchema#" } } rows { namespace { name: "xsd" value { prefix_id: 10 name_id: 2 } } } rows { prefix { value: "http://www.w3.org/2000/01/rdf-schema#" } } rows { namespace { name: "rdfs" value { prefix_id: 11 name_id: 2 } } } rows { prefix { value: "http://www.w3.org/ns/prov#" } } rows { namespace { name: "prov" value { prefix_id: 12 name_id: 2 } } } rows { prefix { value: "http://purl.org/nanopub/x/" } } rows { namespace { name: "npx" value { prefix_id: 13 name_id: 2 } } } rows { name { value: "hasAssertion" } } rows { name { value: "assertion" } } rows { name { value: "Head" } } rows { quad { s_iri { prefix_id: 1 name_id: 1 } p_iri { prefix_id: 3 name_id: 3 } o_iri { prefix_id: 2 } g_iri { } } } rows { name { value: "hasProvenance" } } rows { name { value: "provenance" } } rows { quad { p_iri { prefix_id: 3 } o_iri { prefix_id: 2 } } } rows { name { value: "hasPublicationInfo" } } rows { name { value: "pubinfo" } } rows { quad { p_iri { prefix_id: 3 } o_iri { prefix_id: 2 } } } rows { name { value: "type" } } rows { name { value: "Nanopublication" } } rows { quad { p_iri { prefix_id: 6 } o_iri { prefix_id: 3 } } } rows { prefix { value: "https://doi.org/10.48550/" } } rows { name { value: "arXiv.2504.02670" } } rows { name { value: "title" } } rows { quad { s_iri { prefix_id: 14 } p_iri { prefix_id: 4 } o_literal { lex: "AFFORDABLE AI ASSISTANTS WITH KNOWLEDGE GRAPH OF THOUGHTS" } g_iri { prefix_id: 2 name_id: 4 } } } rows { prefix { value: "http://purl.org/spar/cito/" } } rows { name { value: "describes" } } rows { prefix { value: "https://neverblink.eu/ontologies/llm-kg/methods#" } } rows { name { value: "KnowledgeGraphOfThoughtsKGoT" } } rows { quad { p_iri { prefix_id: 15 name_id: 14 } o_iri { prefix_id: 16 } } } rows { name { value: "discusses" } } rows { name { value: "GPTSwarm" } } rows { quad { p_iri { prefix_id: 15 } o_iri { prefix_id: 16 } } } rows { name { value: "GraphRAG" } } rows { quad { o_iri { } } } rows { name { value: "HuggingFaceAgents" } } rows { quad { o_iri { } } } rows { name { value: "MagenticOne" } } rows { quad { o_iri { } } } rows { name { value: "TapeAgent" } } rows { quad { o_iri { } } } rows { name { value: "Entity" } } rows { quad { p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 12 name_id: 22 } } } rows { prefix { id: 5 value: "http://purl.org/spar/fabio/" } } rows { name { value: "Workflow" } } rows { quad { s_iri { prefix_id: 16 name_id: 17 } o_iri { prefix_id: 5 name_id: 23 } } } rows { name { value: "label" } } rows { quad { p_iri { prefix_id: 11 } o_literal { lex: "GPTSwarm" } } } rows { quad { s_iri { prefix_id: 16 name_id: 18 } p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 5 name_id: 23 } } } rows { quad { p_iri { prefix_id: 11 } o_literal { lex: "GraphRAG" } } } rows { quad { s_iri { prefix_id: 16 name_id: 19 } p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 5 name_id: 23 } } } rows { quad { p_iri { prefix_id: 11 } o_literal { lex: "Hugging Face Agents" } } } rows { name { value: "subject" } } rows { prefix { id: 7 value: "https://neverblink.eu/ontologies/llm-kg/categories#" } } rows { name { value: "SynergizedReasoning" } } rows { quad { s_iri { prefix_id: 16 name_id: 15 } p_iri { prefix_id: 4 name_id: 25 } o_iri { prefix_id: 7 } } } rows { quad { p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 5 name_id: 23 } } } rows { name { value: "comment" } } rows { quad { p_iri { prefix_id: 11 name_id: 27 } o_literal { lex: "KGoT is an AI assistant architecture that integrates LLM reasoning with dynamically constructed KGs. It treats LLMs as agents that iteratively construct, evolve, and interact with the KG to solve complex multi-step tasks. This combined, iterative approach to structured reasoning with both LLM capabilities and KG representation aligns with the mutual enhancement and unified framework definition of SynergizedReasoning." } } } rows { quad { p_iri { name_id: 24 } o_literal { lex: "Knowledge Graph of Thoughts (KGoT)" } } } rows { prefix { value: "https://neverblink.eu/ontologies/llm-kg/" } } rows { name { value: "hasTopCategory" } } rows { prefix { value: "https://neverblink.eu/ontologies/llm-kg/top-categories#" } } rows { name { value: "SynergizedLLMKG" } } rows { quad { p_iri { prefix_id: 8 name_id: 28 } o_iri { prefix_id: 9 } } } rows { quad { s_iri { prefix_id: 16 name_id: 20 } p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 5 name_id: 23 } } } rows { quad { p_iri { prefix_id: 11 } o_literal { lex: "Magentic-One" } } } rows { quad { s_iri { prefix_id: 16 name_id: 21 } p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 5 name_id: 23 } } } rows { quad { p_iri { prefix_id: 11 } o_literal { lex: "TapeAgent" } } } rows { name { value: "wasAttributedTo" } } rows { name { value: "agent" } } rows { quad { s_iri { prefix_id: 2 name_id: 4 } p_iri { prefix_id: 12 name_id: 30 } o_iri { prefix_id: 8 } g_iri { prefix_id: 2 name_id: 7 } } } rows { name { value: "wasDerivedFrom" } } rows { quad { p_iri { prefix_id: 12 name_id: 32 } o_iri { prefix_id: 14 name_id: 12 } } } rows { name { value: "created" } } rows { datatype { value: "http://www.w3.org/2001/XMLSchema#dateTime" } } rows { quad { s_iri { prefix_id: 1 name_id: 1 } p_iri { prefix_id: 4 name_id: 33 } o_literal { lex: "2026-02-26T16:31:40.765Z" datatype: 1 } g_iri { prefix_id: 2 name_id: 9 } } } rows { name { value: "creator" } } rows { quad { p_iri { prefix_id: 4 name_id: 34 } o_iri { prefix_id: 8 name_id: 31 } } } rows { name { value: "hasNanopubType" } } rows { name { value: "PaperAssessmentResult" } } rows { quad { p_iri { prefix_id: 13 name_id: 35 } o_iri { prefix_id: 8 } } } rows { quad { p_iri { prefix_id: 11 name_id: 24 } o_literal { lex: "LLM-KG assessment for paper 10.48550/arXiv.2504.02670" } } } rows { name { value: "sig" } } rows { name { value: "hasAlgorithm" } } rows { quad { s_iri { prefix_id: 2 name_id: 37 } p_iri { prefix_id: 13 } o_literal { lex: "RSA" } } } rows { name { value: "hasPublicKey" } } rows { quad { p_iri { } o_literal { lex: "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" } } } rows { name { value: "hasSignature" } } rows { quad { p_iri { } o_literal { lex: "SgUcDgZXREloSh74sR2J01YchPJ4SOmIoWmzPV6RCvaebps881/jIjvTA7+SIfoeWWgOApreKJWbKkjzAylcpOtcIaCciWVKJNjNHJPUaPMuaMcORvWRvHVML3GBl+cLnuGKR6mQCB0eosq6jCn7jzyvEqZw0RSuT4OG2DLApoR9V88fcgyuXiHKMCTtucUIDJBVQelxRGSpJWIMnQufdHaV1XL3lt94/um2v7hvdNt4VeX+LhpoP/4gYrz+7tkfCvunHv1Al35q/Dkoimjc27tbLaqYdluGJ1PQ1qUOL2dy2yaKg6XEqGo+GqwOKIt4+c2aTHveBk1SnYEbW5KtCA==" } } } rows { name { value: "hasSignatureTarget" } } rows { quad { p_iri { } o_iri { prefix_id: 1 name_id: 1 } } } rows { name { value: "signedBy" } } rows { quad { p_iri { prefix_id: 13 name_id: 42 } o_iri { prefix_id: 8 name_id: 31 } } }