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Paper Citation Record · LEDGER

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis

As of 11 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2605.18770.

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

pith.paper-citation-record.v1
2605.18770 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T16:19:09.434747Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T05:10:29.246022Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved50
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 09d58131-e46f-411c-a5b1-6febb5490f8e · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 1

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source=pdf_text observed=2026-08-02T16:19:09.164271Z digest=sha256:93efe801f6f6cf741c7684d8bad7e70f68fb41f294e2e1a0e711862f0a07bf08

Observation b7d6b15b-732e-485e-a4cd-f39f5479efef · outbound

This paper cites From llm reasoning to autonomous ai agents: A comprehensive review, 2026.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis From llm reasoning to autonomous ai agents: A comprehensive review, 2026

Reference 2

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source=pdf_text observed=2026-08-02T16:19:09.266513Z digest=sha256:c6f5843074cdf44de05a38a9a8c9e23c7e293b71a71db8a0ec55d626538e47d4

Observation 21b531f8-f207-48bb-92d8-6fb08ffeeb53 · outbound

This paper cites Structugraphrag: Structured document- informed knowledge graphs for retrieval-augmented generation.Proceedings of the AAAI Symposium Series, 4(1): 242–251, Nov.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Structugraphrag: Structured document- informed knowledge graphs for retrieval-augmented generation.Proceedings of the AAAI Symposium Series, 4(1): 242–251, Nov

Reference 3

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source=pdf_text observed=2026-08-02T16:19:09.274751Z digest=sha256:f2ccca1596fe6f053729ab8086e51184f54bd504ff4f1e47d14bce86dc530d84

Observation bc3c66f3-bc59-4943-a5b8-54713f4489a7 · outbound

This paper cites T-grag: A dynamic graphrag framework for resolving temporal conflicts and redundancy in knowledge retrieval.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis T-grag: A dynamic graphrag framework for resolving temporal conflicts and redundancy in knowledge retrieval

Reference 4

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source=pdf_text observed=2026-08-02T16:19:09.278484Z digest=sha256:7873951bbece295fe281f6e06d317a84693f0559e0802ed8641e5e4fa270b603

Observation a073cbc0-c25f-44ea-ab67-a63e18ff1b1f · outbound

This paper cites Open data and transparency: Opportunities and challenges in the swiss context.Public Performance & Management Review, 43(3):662–686, 2020.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Open data and transparency: Opportunities and challenges in the swiss context.Public Performance & Management Review, 43(3):662–686, 2020

Reference 5

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source=pdf_text observed=2026-08-02T16:19:09.281886Z digest=sha256:c9e80d27df277576112c69f6e06a23ae67786c303fdbf0e7903c172ced2defd7

Observation ec3e7c6f-ab45-4196-bdc8-cd32d32e81f1 · outbound

This paper cites Financial risk management and explainable, trustworthy, responsible ai.Frontiers in Artificial Intelligence, V olume 5 - 2022, 2022.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Financial risk management and explainable, trustworthy, responsible ai.Frontiers in Artificial Intelligence, V olume 5 - 2022, 2022

Reference 6

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source=pdf_text observed=2026-08-02T16:19:09.284997Z digest=sha256:98f3abdc2c94376650df68248bf11e1d26104a8cc3959f30d4d30a644d07d487

Observation dd26fed8-604d-4d5d-be30-1fdd50f4b180 · outbound

This paper cites The role of explainable ai in enhancing trust and decision-making in financial services.Journal of Applied Finance & Banking, 15(5):49–62, 2025.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis The role of explainable ai in enhancing trust and decision-making in financial services.Journal of Applied Finance & Banking, 15(5):49–62, 2025

Reference 7

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source=pdf_text observed=2026-08-02T16:19:09.288491Z digest=sha256:1b29a111092a04250183c54307f3ebeac86a2f7c3b5f9d85c85b437dd3f90d57

Observation 8658cc5f-c674-48e5-a78f-2451084f87be · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 8

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source=pdf_text observed=2026-08-02T16:19:09.291796Z digest=sha256:20aa98f0f82c47397bf87d59710e3c9adde96f90935e7aca6dedc0523c630753

Observation df1b008e-3663-4565-a196-3bfc76b9e7c9 · outbound

This paper cites A survey on llm-as-a-judge.The Innovation, page 101253, 2026.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis A survey on llm-as-a-judge.The Innovation, page 101253, 2026

Reference 9

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source=pdf_text observed=2026-08-02T16:19:09.294572Z digest=sha256:53a3b26a0496e90a2a8dcae251c63a53b936af9f7216278606cda25831856b2d

Observation 93759960-3881-4b0a-b803-413c3924af13 · outbound

This paper cites Effective automatic feature engineering on financial statements for bankruptcy prediction.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Effective automatic feature engineering on financial statements for bankruptcy prediction

Reference 10

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source=pdf_text observed=2026-08-02T16:19:09.297334Z digest=sha256:f75134df63418e305e77f5272fad6d6041d497839aa8474785f99188d40eabfa

Observation 8cbf62d9-de6e-4b07-a977-f42f5be12aaa · outbound

This paper cites Data mining techniques for the detection of fraudulent financial statements.Expert Systems with Applications, 32(4):995–1003, 2007.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Data mining techniques for the detection of fraudulent financial statements.Expert Systems with Applications, 32(4):995–1003, 2007

Reference 11

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source=pdf_text observed=2026-08-02T16:19:09.307241Z digest=sha256:d84f0369deb87b7c3d8ebdb92539560d3bbabad20351108cc9fec4ba0eacd81d

Observation 352b26a7-12a6-4aac-87bb-6aeb746a88ee · outbound

This paper cites Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis.Expert Systems with Applications, 13(2):97–108, 1997.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis.Expert Systems with Applications, 13(2):97–108, 1997

Reference 12

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source=pdf_text observed=2026-08-02T16:19:09.310457Z digest=sha256:5e146364b676d66a6e5510db291815ee94586b56d23453d49cb21f6385888035

Observation 8709132e-3db0-46c4-ada9-8b42a978e193 · outbound

This paper cites Feature-weighted counterfactual-based explanation for bankruptcy prediction.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Feature-weighted counterfactual-based explanation for bankruptcy prediction

Reference 13

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source=pdf_text observed=2026-08-02T16:19:09.313664Z digest=sha256:4d33ac089860f2f37da9f5f23dfc6379f656d97845c063371451d43989e6f757

Observation 7e7f36ba-0bcd-4f82-8558-9569a8a36cd9 · outbound

This paper cites an unresolved cited work.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-02T16:19:09.318472Z digest=sha256:d691ca90638e5b877b03b4e206b0dfa9f49ec61c2a13ddcef05acb49f3bac9c8

Observation 2ed29e1f-aa3a-480b-988c-f6b2fb209085 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 15

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source=pdf_text observed=2026-08-02T16:19:09.321419Z digest=sha256:da552331bcb7cb0cc17f64b234a4e6d26c7e7f49256db8f56e7f62b350c52182

Observation 3962222b-0da3-4490-ad54-efaf9f64bc3e · outbound

This paper cites Evaluating retrieval-augmented generation models for financial report question and answering.Applied Sciences, 14(20), 2024.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Evaluating retrieval-augmented generation models for financial report question and answering.Applied Sciences, 14(20), 2024

Reference 16

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source=pdf_text observed=2026-08-02T16:19:09.324614Z digest=sha256:579f0b902d6db0e03391a2fc7828e1a503d5808526155efaf08f854b690d9621

Observation 54e989f1-4520-4761-baeb-3b3e1e2c53d8 · outbound

This paper cites Finsage: A multi-aspect rag system for financial filings question answering.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Finsage: A multi-aspect rag system for financial filings question answering

Reference 17

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source=pdf_text observed=2026-08-02T16:19:09.327658Z digest=sha256:148af464f08fae0fc7faaafa52b76b65502dc476e2d18608ce383ae1361ca986

Observation 618e056e-6d2a-41fd-be7c-f4fedac84285 · outbound

This paper cites Hierfinrag—hierarchical multimodal rag for financial document understanding.Informatics, 13(2), 2026.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Hierfinrag—hierarchical multimodal rag for financial document understanding.Informatics, 13(2), 2026

Reference 18

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source=pdf_text observed=2026-08-02T16:19:09.330598Z digest=sha256:6c203c6326f99ddb91a12af4aca8a0085928c65eb6cb1c63ffd4e297516d279d

Observation 4b0cf1be-45a6-4ef3-b21c-734c17099e7e · outbound

This paper cites Mengshoel, and Xindong Wu.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Mengshoel, and Xindong Wu

Reference 20

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source=pdf_text observed=2026-08-02T16:19:09.336341Z digest=sha256:6c1ae5ab1bf72ec89b80649b4c4a29998b40efdd238a1dd73688929ebee915b3

Observation 60591f69-53c3-4621-8504-a7f03db9182e · outbound

This paper cites Knowledge graph-based event embedding framework for financial quantitative investments.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Knowledge graph-based event embedding framework for financial quantitative investments

Reference 21

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source=pdf_text observed=2026-08-02T16:19:09.342321Z digest=sha256:5bc0862f66309c79c8d51c870e6e7a8d0ae564672c860a684d0dcccde62b6795

Observation 8cd4695a-0ef8-4cf3-a65c-afbfb893c548 · outbound

This paper cites Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics

Reference 22

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source=pdf_text observed=2026-08-02T16:19:09.345606Z digest=sha256:bd2a32171e023737a38a440611691043914cb401d432c6439cde372c2b564ae7

Observation 46ce014a-084d-4b5f-81d3-d3f89614b0ea · outbound

This paper cites Flowseries: flow analysis on financial networks.Applied Network Science, 10(1):28, 2025.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Flowseries: flow analysis on financial networks.Applied Network Science, 10(1):28, 2025

Reference 23

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source=pdf_text observed=2026-08-02T16:19:09.349103Z digest=sha256:50e765571a1be55d69a7bf49f024294b2b3be46ee3580bf1bbf3acc899386183

Observation 59a57acd-c55f-49e7-b471-32674e452fcb · outbound

This paper cites Exploiting graph metrics to detect anomalies in cross-country money transfer temporal networks.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Exploiting graph metrics to detect anomalies in cross-country money transfer temporal networks

Reference 24

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source=pdf_text observed=2026-08-02T16:19:09.351869Z digest=sha256:a350a9f3dc642fc3018cebe75b9c42ed8fe393f68e8e66493d1eb216f1852eb1

Observation 236f8d06-fbcb-484a-94c2-d903e1854124 · outbound

This paper cites Weirdnodes: centrality based anomaly detection on temporal networks for the anti-financial crime domain.Applied Network Science, 10(1):14, 2025.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Weirdnodes: centrality based anomaly detection on temporal networks for the anti-financial crime domain.Applied Network Science, 10(1):14, 2025

Reference 25

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source=pdf_text observed=2026-08-02T16:19:09.354798Z digest=sha256:9f804abe349bd0ffbe62854db3ef88826470daa0630a12fe7d3444f0f4f9671d

Observation f4f70b53-4e1e-4d41-b873-40cdd27219bc · outbound

This paper cites Temporal relational ranking for stock prediction.ACM Trans.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Temporal relational ranking for stock prediction.ACM Trans

Reference 26

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source=pdf_text observed=2026-08-02T16:19:09.357813Z digest=sha256:383255af3ec924946ca90694e24026033ccee0b6eda46d9bf671deb6eb122a30

Observation 072a6016-a491-4611-b813-91955c7192e6 · outbound

This paper cites Beyond the tax haven: a graph analysis of business attraction in swiss municipalities.EPJ Data Science, 15, 2026.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Beyond the tax haven: a graph analysis of business attraction in swiss municipalities.EPJ Data Science, 15, 2026

Reference 27

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source=pdf_text observed=2026-08-02T16:19:09.365422Z digest=sha256:735f7e4ccf7f6a7e3f700d1e707ad997c8f42f492b13d0bd12ecc58056ec4f3c

Observation e54efa9a-207c-4379-a9cc-603d0e922e2f · outbound

This paper cites Modeling momentum spillover with economic links discovered from financial documents.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Modeling momentum spillover with economic links discovered from financial documents

Reference 28

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source=pdf_text observed=2026-08-02T16:19:09.368511Z digest=sha256:bd9c0ca6c7cb519ddca4e56701419dbaca246eb87f188f9ce8cd263ea4dcbd38

Observation 157785dd-1f50-40fb-88a0-77f5916d6fd9 · outbound

This paper cites In-depth analysis of graph-based rag in a unified framework.Proc.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis In-depth analysis of graph-based rag in a unified framework.Proc

Reference 29

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source=pdf_text observed=2026-08-02T16:19:09.371506Z digest=sha256:4ea07f3d586f84cffc45a29b583d3f831de45995badbe95085a04af59e56b627

Observation 70561839-600b-474d-8f5c-8a08e82216e5 · outbound

This paper cites From local to global: A graph rag approach to query-focused summarization.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis From local to global: A graph rag approach to query-focused summarization

Reference 30

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source=pdf_text observed=2026-08-02T16:19:09.374168Z digest=sha256:c7eb1fab9fae22feef5afdd9a07146b1fb8b1bcde369601833979a8e0c591040

Observation 9fab8d1c-fede-411c-bce7-1d7abc8f0236 · outbound

This paper cites GRAG: Graph retrieval-augmented generation.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis GRAG: Graph retrieval-augmented generation

Reference 31

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source=pdf_text observed=2026-08-02T16:19:09.377030Z digest=sha256:d95aa858c67f66043d2d76155837522e89b12638c7fcc64bd1aabc88210a6db1

Observation 1142b9a8-06ff-429b-a5c0-7bf532f82c45 · outbound

This paper cites Agentai: A comprehensive survey on autonomous agents in distributed ai for industry 4.0.Expert Systems with Applications, 291:128404, 2025.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Agentai: A comprehensive survey on autonomous agents in distributed ai for industry 4.0.Expert Systems with Applications, 291:128404, 2025

Reference 32

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source=pdf_text observed=2026-08-02T16:19:09.380188Z digest=sha256:4c8b6896b4cf82fc4d0c789d1b00aa4ee31ab2a9631fa48627aeed933ed8c18c

Observation a4a19936-81a2-4e94-a082-102a37a45ccd · outbound

This paper cites A review of agentic artificial intelligence: Power of self-driven ai in the future of financial autonomy and enhanced customer engagement.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis A review of agentic artificial intelligence: Power of self-driven ai in the future of financial autonomy and enhanced customer engagement

Reference 33

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source=pdf_text observed=2026-08-02T16:19:09.382847Z digest=sha256:eb3b4c3870ebed137fa8584186df71c2fe4ebcb9911ca08a4b9b6996be5a531c

Observation ef8b034d-851f-4888-956c-8afeb187502c · outbound

This paper cites The rise of agentic ai in finance: Opportunities, risks, and human-centric integration.IT Professional, 27(4):19–24, 2025.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis The rise of agentic ai in finance: Opportunities, risks, and human-centric integration.IT Professional, 27(4):19–24, 2025

Reference 34

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source=pdf_text observed=2026-08-02T16:19:09.385703Z digest=sha256:ab721e26bc82d765550d5841ab80288b031275f901c8820666ff69eccdd41f24

Observation b3fbeb26-5e0f-4ec4-81d7-939a465dd7c7 · outbound

This paper cites Elgendy, Mohamed Y .I.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Elgendy, Mohamed Y .I

Reference 35

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source=pdf_text observed=2026-08-02T16:19:09.388293Z digest=sha256:1f2e324bae161fad1af22149fee1eef87d78c6a16b4bba392527c79faa0577ce

Observation 40e02b58-b54e-4159-b6d7-4a7d9d3f2080 · outbound

This paper cites Ai agents in finance and fintech: A scientific review of agent-based systems, applications, and future horizons.Computers, Materials and Continua, 86(1):1–34, 2025.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Ai agents in finance and fintech: A scientific review of agent-based systems, applications, and future horizons.Computers, Materials and Continua, 86(1):1–34, 2025

Reference 36

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source=pdf_text observed=2026-08-02T16:19:09.391540Z digest=sha256:7ab0c882d27947e9390fe8933598cc298a42cd5b001541960b1e3eb79cabeb3a

Observation 2ece8ab1-045d-4cfc-90a4-bf54724a0201 · outbound

This paper cites Enhancing investment analysis: Optimizing ai-agent collaboration in financial research.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Enhancing investment analysis: Optimizing ai-agent collaboration in financial research

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source=pdf_text observed=2026-08-02T16:19:09.394200Z digest=sha256:1078b182b4d94302d0c99c46af46b7c139903ee46a48e0e1731213707eb755c8

Observation c5caaede-2c99-4134-9844-244d85ada22d · outbound

This paper cites Self-RAG: Learning to retrieve, gen- erate, and critique through self-reflection.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Self-RAG: Learning to retrieve, gen- erate, and critique through self-reflection

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source=pdf_text observed=2026-08-02T16:19:09.396819Z digest=sha256:a77b7b807223fb1a044f7686229c055047809d5e40af1b860ce9f95ef36e3a64

Observation f767067f-48a5-4969-850b-8267753fae9a · outbound

This paper cites RAG-critic: Leveraging automated critic-guided agentic workflow for retrieval augmented generation.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis RAG-critic: Leveraging automated critic-guided agentic workflow for retrieval augmented generation

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source=pdf_text observed=2026-08-02T16:19:09.399396Z digest=sha256:45baceac6096e63849ff1a41981caefbb33094c65aa835be2f98f6bd201be471

Observation a63dd0ca-1781-4298-8f81-91ee7e247e54 · outbound

This paper cites Vincent Poor.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Vincent Poor

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source=pdf_text observed=2026-08-02T16:19:09.405218Z digest=sha256:dcc414bb23424a8775ea4c6b2331219d0e345ee3503c4c36cad13e20d0c56f37

Observation 43449303-6ef0-4d44-86a5-9945edf63fd0 · outbound

This paper cites Hm-rag: Hierarchical multi-agent multimodal retrieval augmented generation.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Hm-rag: Hierarchical multi-agent multimodal retrieval augmented generation

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source=pdf_text observed=2026-08-02T16:19:09.408275Z digest=sha256:a6b5469d2acca30ff09069fa5435b972a76019be3a59e4ae189c1ff8269d0377

Observation af806414-c93e-4d0e-9db7-115482bb9bbb · outbound

This paper cites Ka-rag: Integrating knowledge graphs and agentic retrieval- augmented generation for an intelligent educational question-answering model.Applied Sciences, 15(23), 2025.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Ka-rag: Integrating knowledge graphs and agentic retrieval- augmented generation for an intelligent educational question-answering model.Applied Sciences, 15(23), 2025

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source=pdf_text observed=2026-08-02T16:19:09.411688Z digest=sha256:6731f05a797bbc70edb9ac17eca4867bfa25197de31f44eeb61d5f7ce16f083b

Observation 62b8ef1f-2f89-4dba-a1d9-deb4ba335760 · outbound

This paper cites Keying hash functions for message authentication.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Keying hash functions for message authentication

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source=pdf_text observed=2026-08-02T16:19:09.415058Z digest=sha256:9373e61082b6e3235d88925f664a80e4ab1cc34cd3491897b267537760cee88b

Observation 012249fe-bae3-4ea3-a117-7cac89c238f8 · outbound

This paper cites Cypher: An evolving query language for property graphs.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Cypher: An evolving query language for property graphs

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source=pdf_text observed=2026-08-02T16:19:09.417808Z digest=sha256:f69504d20c7865ea73b1fface0a833c14fb2d6b45f6ada3e6eb905f32b7cf072

Observation 6806ef94-3da0-441e-9ada-6e9926017d94 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis React: Synergizing reasoning and acting in language models

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source=pdf_text observed=2026-08-02T16:19:09.420533Z digest=sha256:a820fe258cdc1c940737d0b024212ece88d514ca22510e71b12893b44517c12c

Observation a1410b63-2cda-4238-8140-09180949d5f4 · outbound

This paper cites Where llm agents fail and how they can learn from failures.arXiv preprint arXiv:2509.25370, 2025.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Where llm agents fail and how they can learn from failures.arXiv preprint arXiv:2509.25370, 2025

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source=pdf_text observed=2026-08-02T16:19:09.423151Z digest=sha256:503d482d2b9d2780db643255e845282fa73a042c32a75f036c3e6db24d33cef7

Observation 14b2ae28-8dcc-41cb-bbdf-54dbca549505 · outbound

This paper cites an unresolved cited work.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-02T16:19:09.425935Z digest=sha256:e5787fff670c77d29761d3bb2348a0c85405163c722a57d8d4161ac82598fbd4

Observation ee7862d5-2c53-4b1d-9cea-9d85bfa72153 · outbound

This paper cites QuAC: Question answering in context.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis QuAC: Question answering in context

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source=pdf_text observed=2026-08-02T16:19:09.428933Z digest=sha256:66a8ab1f69a251d58c69656a908a04c631218e78e550494f8a891db7961438ce

Observation b09edb54-e196-46c1-bb43-c601cf9e006f · outbound

This paper cites Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers

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source=pdf_text observed=2026-08-02T16:19:09.432018Z digest=sha256:945195548fff8d9a155daa4a7cce0736ffbb491f2c86ebffd825b0e11bcfac2d

Observation 60a7eeb1-bac4-44d9-9a1e-bfa2de235c17 · outbound

This paper cites RAGAs: Automated evaluation of retrieval augmented generation.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis RAGAs: Automated evaluation of retrieval augmented generation

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source=pdf_text observed=2026-08-02T16:19:09.434747Z digest=sha256:2fe5ccf714ff7ecddb81ea67004ace13c6543460b86b27568cb9bd9a0f78baba

Observation dd00852d-6ff2-4db4-bc1c-b88c93165ae9 · outbound

This paper cites 26 Agentic GraphRAG.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis 26 Agentic GraphRAG

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source=pdf_text observed=2026-08-02T16:19:09.339546Z digest=sha256:22de3a92ff09180215068f3490a2b8173242189349c4b30c0de7c3276e6f0656

Observation f59f2ca4-39de-4eb3-a455-a33f5285e1a7 · outbound

This paper cites ISBN 979-8-89176-251-0.

Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis ISBN 979-8-89176-251-0

Reference 2025

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source=pdf_text observed=2026-08-02T16:19:09.402321Z digest=sha256:61bd9b5bbafcf39317897b155d757ec78ecdaa5eee311969d0a40d9c06387297

Pith citing papers

Observation 50f52b0d-b059-43f0-937d-166779f610e1 · inbound

Towards Trustworthy and Cost-Efficient Data Integration: From Na\"ive RAG to Agentic RAG cites this paper.

Towards Trustworthy and Cost-Efficient Data Integration: From Na\"ive RAG to Agentic RAG Agentic Graph Retrieval-Augmented Generation for Auditable Commercial Registry Analysis

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source=pdf_text observed=2026-08-01T05:10:29.246022Z digest=sha256:8edfe0a22cddb9234d26eebf16205fe52819768ebcaef9636caad417c5198f17