Paper Citation Record · LEDGER

KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2409.13731.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2409.13731 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:03:20.996663Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T15:18:33.898325Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 20665c44-7fee-4ac7-a88f-99d061c9ce77 · inbound

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation cites this paper.

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:44.186934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b086543-1ffd-485a-a301-a1dbef181d48 · inbound

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods cites this paper.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 137

Resolution: unresolved; no resolver link, observed 2026-08-10T18:35:00.465968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c89b644-bf2d-4da0-839f-92bc893a6da3 · inbound

A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking cites this paper.

A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:20.996663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10bd3f79-c8bf-40aa-a4cc-f0582f7e5050 · inbound

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey cites this paper.

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.118048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b9974ca-8cdb-4433-a785-9caf98a3cad7 · inbound

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support cites this paper.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:46.289597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 916b2f98-17fc-426a-aa8e-58c125445cfa · inbound

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation cites this paper.

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T05:10:57.013558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 576daede-145d-43ba-bdb9-8270801ea637 · inbound

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation cites this paper.

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:10:57.017185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b1cc051-7bc1-44e3-9c66-f462c0719667 · inbound

SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection cites this paper.

SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:42:12.691284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dffa543-8b7a-4e4e-a2a7-d978ee874167 · inbound

AI-Powered Math Tutoring: Platform for Personalized and Adaptive Education cites this paper.

AI-Powered Math Tutoring: Platform for Personalized and Adaptive Education KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:26.887316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24627079-8083-405a-a634-a8fd2e6d86c7 · inbound

SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs cites this paper.

SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:58.842280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c83f79-064d-43bc-923f-6e1173784d44 · inbound

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery cites this paper.

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:00:11.781022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f30b65a-0c5c-406e-8f9d-882d1f502153 · inbound

EvoRAG: Making Knowledge Graph-based RAG Automatically Evolve through Feedback-driven Backpropagation cites this paper.

EvoRAG: Making Knowledge Graph-based RAG Automatically Evolve through Feedback-driven Backpropagation KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:02:25.198336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ff65c0a3-a396-40b2-869c-ddfd62aeda8b · inbound

DeSQ: Decomposition-based SPARQL Query Generation cites this paper.

DeSQ: Decomposition-based SPARQL Query Generation KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:36:09.168483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58e35d7c-1300-438b-9c1d-8deff94258ec · inbound

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation cites this paper.

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-28T20:42:37.971441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fef66464-954a-457c-806c-fc8fb35833e6 · inbound

Evaluating Advanced Prompting on Gemini Flash for Multi-Hop Biomedical QA cites this paper.

Evaluating Advanced Prompting on Gemini Flash for Multi-Hop Biomedical QA KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T23:45:08.030197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a4c61c69-db76-4da0-a797-247728d0284d · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:18:33.899820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b7d9237e-5230-49c0-91ed-b0b70dd7ea3e · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:24:38.408163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 115143e5-50ff-43c4-88a0-22ef9fcfa913 · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T11:40:46.865399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.