Paper Citation Record · LEDGER

Blockchain Data Analysis in the Era of Large-Language Models

As of 21 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 2 inbound Pith citation observations for arXiv:2412.09640.

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

pith.paper-citation-record.v1
2412.09640 v1

Coverage vector

measured 85 of 85 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:54:51.981481Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:04:24.358802Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T16:15:53.572234Z

Reference resolution

85 of 85 outbound references displayed

verified exact4
verified fuzzy62
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e9bd0f2-ec0b-47f2-9196-6f12288a641a · outbound

This paper cites Traveling the Silk Road: A measurement analysis of a large anonymous online marketplace,.

Blockchain Data Analysis in the Era of Large-Language Models Traveling the Silk Road: A measurement analysis of a large anonymous online marketplace,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T19:54:51.541465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd452b00-7598-43ea-a725-7179d182b324 · outbound

This paper cites A survey on blockchain data analy- sis,.

Blockchain Data Analysis in the Era of Large-Language Models A survey on blockchain data analy- sis,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T19:54:51.547045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22505ae4-fa02-4699-821c-4a8e89b8d1ed · outbound

This paper cites Blockchain data analysis from the perspective of complex networks: Overview,.

Blockchain Data Analysis in the Era of Large-Language Models Blockchain data analysis from the perspective of complex networks: Overview,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T19:54:51.552192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9fe3f8c-2e62-4edd-9571-821ab378e90c · outbound

This paper cites Visualiza- tion of blockchain data: A systematic review,.

Blockchain Data Analysis in the Era of Large-Language Models Visualiza- tion of blockchain data: A systematic review,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T19:54:51.557621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d077a93f-e985-4f78-88de-af16b3f44632 · outbound

This paper cites Blockchain data mining with graph learning: A survey,.

Blockchain Data Analysis in the Era of Large-Language Models Blockchain data mining with graph learning: A survey,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T19:54:51.562838Z

Source-reported events for the cited work

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Observation 7083fad3-15bd-469a-98f6-5b97355ef133 · outbound

This paper cites Blockchain and machine learning for fraud detection: A privacy-preserving and adaptive incentive based approach,.

Blockchain Data Analysis in the Era of Large-Language Models Blockchain and machine learning for fraud detection: A privacy-preserving and adaptive incentive based approach,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.647315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6e8a3cc9-5096-4f2c-9a75-9cd3672b9a3b · outbound

This paper cites Phishing scam detection on ethereum: Towards financial security for blockchain ecosystem,.

Blockchain Data Analysis in the Era of Large-Language Models Phishing scam detection on ethereum: Towards financial security for blockchain ecosystem,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.629496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 83b51696-a6c2-4186-8118-de9720c5b841 · outbound

This paper cites Phishing scams detection in ethereum transaction network,.

Blockchain Data Analysis in the Era of Large-Language Models Phishing scams detection in ethereum transaction network,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.612614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 95779cee-7d3d-4c84-a79a-48fc97a938fd · outbound

This paper cites Data mining for detecting bitcoin ponzi schemes,.

Blockchain Data Analysis in the Era of Large-Language Models Data mining for detecting bitcoin ponzi schemes,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.596569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e792d87f-94e5-4d0f-8145-eaed4fb1d29f · outbound

This paper cites A novel methodology for HYIP operators’ bitcoin addresses identifica- tion,.

Blockchain Data Analysis in the Era of Large-Language Models A novel methodology for HYIP operators’ bitcoin addresses identifica- tion,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.579669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e9aef3d3-a9d6-4ca0-8424-a602e7dc90df · outbound

This paper cites Machine learning methods to detect money laundering in the bitcoin blockchain in the presence of label scarcity,.

Blockchain Data Analysis in the Era of Large-Language Models Machine learning methods to detect money laundering in the bitcoin blockchain in the presence of label scarcity,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.560846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5ce4ed91-b8eb-4777-b9e2-592fb6d9a1bb · outbound

This paper cites Graphalm: Active learning for de- tecting money laundering transactions on blockchain networks,.

Blockchain Data Analysis in the Era of Large-Language Models Graphalm: Active learning for de- tecting money laundering transactions on blockchain networks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.540963Z

Source-reported events for the cited work

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Observation f6c5aa84-dbfa-4e55-b61c-ed4169f08b50 · outbound

This paper cites Smart contract vulnerability detection using graph neural networks,.

Blockchain Data Analysis in the Era of Large-Language Models Smart contract vulnerability detection using graph neural networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.521436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 270c6938-ab4f-4c20-badc-d28e09044565 · outbound

This paper cites Smart Contract Vulnerability Detection Technique: A Survey.

Blockchain Data Analysis in the Era of Large-Language Models Smart Contract Vulnerability Detection Technique: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T19:54:51.610134Z

Source-reported events for the cited work

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Observation 1746b273-0df0-422a-95f9-8d83793eb0fc · outbound

This paper cites When ChatGPT meets smart contract vulnerability detection: How far are we?,.

Blockchain Data Analysis in the Era of Large-Language Models When ChatGPT meets smart contract vulnerability detection: How far are we?,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.503844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f0b8e074-446f-4296-bff7-129d5a33228c · outbound

This paper cites De- tecting ponzi schemes on ethereum: Towards healthier blockchain technology,.

Blockchain Data Analysis in the Era of Large-Language Models De- tecting ponzi schemes on ethereum: Towards healthier blockchain technology,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.487097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69c8c611-cf83-4214-be9c-21d1595dca49 · outbound

This paper cites AuditGPT: Auditing Smart Contracts with ChatGPT.

Blockchain Data Analysis in the Era of Large-Language Models AuditGPT: Auditing Smart Contracts with ChatGPT

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T19:54:51.624383Z

Source-reported events for the cited work

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Observation 15dfcfec-722c-4b3a-ac00-916b15fa0815 · outbound

This paper cites Stochastic neural networks for cryptocurrency price prediction,.

Blockchain Data Analysis in the Era of Large-Language Models Stochastic neural networks for cryptocurrency price prediction,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.471417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a25f42e7-1dda-4bc8-b8cc-2a0ea0509367 · outbound

This paper cites Cryptocurrency price prediction using traditional statisti- cal and machine-learning techniques: A survey,.

Blockchain Data Analysis in the Era of Large-Language Models Cryptocurrency price prediction using traditional statisti- cal and machine-learning techniques: A survey,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.454824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 586284e8-bd33-44d7-9ba3-782fb579320d · outbound

This paper cites Cryptocurrency price prediction using tweet volumes and sentiment analysis,.

Blockchain Data Analysis in the Era of Large-Language Models Cryptocurrency price prediction using tweet volumes and sentiment analysis,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.437595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 88f52cfa-b401-43fe-b11f-e570487750e5 · outbound

This paper cites DL-GuesS: Deep learning and sentiment analysis-based cryptocurrency price prediction,.

Blockchain Data Analysis in the Era of Large-Language Models DL-GuesS: Deep learning and sentiment analysis-based cryptocurrency price prediction,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.420558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c749780c-2179-4bf0-b1ee-d632370f82bf · outbound

This paper cites The economic value of NFT: Evidence from a portfolio analysis using mean–variance framework,.

Blockchain Data Analysis in the Era of Large-Language Models The economic value of NFT: Evidence from a portfolio analysis using mean–variance framework,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.402704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3e7f483e-b64a-4ac1-b0a9-214919b9fbc0 · outbound

This paper cites Mapping the NFT revolution: market trends, trade networks, and visual features,.

Blockchain Data Analysis in the Era of Large-Language Models Mapping the NFT revolution: market trends, trade networks, and visual features,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.385156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2e7ddd11-382c-4c41-b287-0cdc6db18afb · outbound

This paper cites A detailed and real-time performance monitoring framework for blockchain systems,.

Blockchain Data Analysis in the Era of Large-Language Models A detailed and real-time performance monitoring framework for blockchain systems,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.367177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c03fe184-c9ae-4272-8752-8f5698d25790 · outbound

This paper cites Anomaly detection based on traffic monitoring for secure blockchain networking,.

Blockchain Data Analysis in the Era of Large-Language Models Anomaly detection based on traffic monitoring for secure blockchain networking,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.349649Z

Source-reported events for the cited work

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Observation 20dad213-9e08-4b8b-bda8-6bd6131e69de · outbound

This paper cites A systematic literature review on blockchain governance,.

Blockchain Data Analysis in the Era of Large-Language Models A systematic literature review on blockchain governance,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.332704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 00f7baa3-a3d3-4d1f-95dc-5f4719d48b2d · outbound

This paper cites A traceability analysis of Monero’s blockchain,.

Blockchain Data Analysis in the Era of Large-Language Models A traceability analysis of Monero’s blockchain,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.314413Z

Source-reported events for the cited work

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Observation 64a11eb5-2b50-4af5-9936-2ca92ab3025d · outbound

This paper cites An Empirical Analysis of Traceability in the Monero Blockchain.

Blockchain Data Analysis in the Era of Large-Language Models An Empirical Analysis of Traceability in the Monero Blockchain

Reference 28

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Source-reported events for the cited work

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Observation 1a401340-9662-467e-ace9-3e83c33f2a7c · outbound

This paper cites An empirical analysis of anonymity in Zcash,.

Blockchain Data Analysis in the Era of Large-Language Models An empirical analysis of anonymity in Zcash,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.295404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation baa2ec52-5c16-448d-a1ab-cc5f20acf7e6 · outbound

This paper cites The unreasonable effectiveness of address clustering,.

Blockchain Data Analysis in the Era of Large-Language Models The unreasonable effectiveness of address clustering,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.278060Z

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Observation a2fef1e2-791b-47b7-a328-6f0ca2a7ecf9 · outbound

This paper cites Address clustering heuristics for Ethereum,.

Blockchain Data Analysis in the Era of Large-Language Models Address clustering heuristics for Ethereum,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.260741Z

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Observation dd9b2a6c-dd8b-4f35-b1fa-ddcab8078667 · outbound

This paper cites Demystifying bitcoin address behavior via graph neural networks,.

Blockchain Data Analysis in the Era of Large-Language Models Demystifying bitcoin address behavior via graph neural networks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.243554Z

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Observation 2b19d9f2-b367-4149-9bf8-ea9ce0e083b7 · outbound

This paper cites Support-vector networks,.

Blockchain Data Analysis in the Era of Large-Language Models Support-vector networks,

Reference 33

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Source-reported events for the cited work

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Observation 07119c65-0d8b-44ed-a643-358dad737420 · outbound

This paper cites Random Forests,.

Blockchain Data Analysis in the Era of Large-Language Models Random Forests,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.213583Z

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Observation 4605eb04-62df-4fe9-883e-3d37eb668de3 · outbound

This paper cites XGBoost: A scalable tree boosting system,.

Blockchain Data Analysis in the Era of Large-Language Models XGBoost: A scalable tree boosting system,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.195588Z

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Observation 73d9e9da-9cb9-4b86-b531-db5ad87394bd · outbound

This paper cites Learning repre- sentations by back-propagating errors,.

Blockchain Data Analysis in the Era of Large-Language Models Learning repre- sentations by back-propagating errors,

Reference 36

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Source-reported events for the cited work

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Observation 4e4bfe20-a137-4918-863d-a936ae6513e3 · outbound

This paper cites Fraud detection in blockchains using machine learning,.

Blockchain Data Analysis in the Era of Large-Language Models Fraud detection in blockchains using machine learning,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.159382Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e39a743f-60d5-44eb-9adf-8e1c51837ebf · outbound

This paper cites Detecting fraudulent accounts on blockchain: A supervised approach,.

Blockchain Data Analysis in the Era of Large-Language Models Detecting fraudulent accounts on blockchain: A supervised approach,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.139253Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bd2c4bad-f8c4-460d-bf11-af0945e02122 · outbound

This paper cites Time series analysis for bitcoin transactions: The case of pirate@ 40’s HYIP scheme,.

Blockchain Data Analysis in the Era of Large-Language Models Time series analysis for bitcoin transactions: The case of pirate@ 40’s HYIP scheme,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.114893Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d4c04337-0073-4b11-b06f-7a3020547510 · outbound

This paper cites an unresolved cited work.

Blockchain Data Analysis in the Era of Large-Language Models Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:54:53.094283Z

Source-reported events for the cited work

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Observation 1718d1cd-b5c4-418e-aa93-771c74285d8b · outbound

This paper cites Proximity-based anomaly detection using sparse structure learning,.

Blockchain Data Analysis in the Era of Large-Language Models Proximity-based anomaly detection using sparse structure learning,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.074089Z

Source-reported events for the cited work

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Observation 724b0f81-0f0e-440e-80a8-c0ac22507e24 · outbound

This paper cites Isolation forest,.

Blockchain Data Analysis in the Era of Large-Language Models Isolation forest,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.052640Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 548fe324-0564-46c7-822f-b46e1fc088fc · outbound

This paper cites Estimating the support of a high-dimensional distri- bution,.

Blockchain Data Analysis in the Era of Large-Language Models Estimating the support of a high-dimensional distri- bution,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.035363Z

Source-reported events for the cited work

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Observation 148732e1-24e1-4fc9-98c5-86ff93e319c6 · outbound

This paper cites Blockchain net- works: Data structures of Bitcoin, Monero, Zcash, Ethereum, Rip- ple, and IoTA,.

Blockchain Data Analysis in the Era of Large-Language Models Blockchain net- works: Data structures of Bitcoin, Monero, Zcash, Ethereum, Rip- ple, and IoTA,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:53.019117Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 181a4bed-d215-4797-8b77-d19196292387 · outbound

This paper cites Graph analysis of the Ethereum blockchain data: A survey of datasets, methods, and future work,.

Blockchain Data Analysis in the Era of Large-Language Models Graph analysis of the Ethereum blockchain data: A survey of datasets, methods, and future work,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.999971Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 77deae84-757b-4454-ab37-c8eb6fcaea8c · outbound

This paper cites Fraud detection in ethereum using web-scraping and natural language processing techniques,.

Blockchain Data Analysis in the Era of Large-Language Models Fraud detection in ethereum using web-scraping and natural language processing techniques,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.981830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d269abdd-a17d-4653-9492-3429dc91f232 · outbound

This paper cites Formal verification of smart contracts: Short paper,.

Blockchain Data Analysis in the Era of Large-Language Models Formal verification of smart contracts: Short paper,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.964908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b5296ee1-6ea2-4ad2-b7f1-0fc0cd7119f3 · outbound

This paper cites sverify: Verifying smart contracts through lazy annotation and learning,.

Blockchain Data Analysis in the Era of Large-Language Models sverify: Verifying smart contracts through lazy annotation and learning,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.946763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 440beaab-88f1-446a-9bcd-7a34b15807f5 · outbound

This paper cites Blockchain explorer: An analytical process and investigation environment for Bitcoin,.

Blockchain Data Analysis in the Era of Large-Language Models Blockchain explorer: An analytical process and investigation environment for Bitcoin,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.926909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 61b2d022-fc54-484a-b125-8fd96880a599 · outbound

This paper cites BitExtract: Interactive visualization for extracting bitcoin exchange intelligence,.

Blockchain Data Analysis in the Era of Large-Language Models BitExtract: Interactive visualization for extracting bitcoin exchange intelligence,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.909313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d58dd9c-aeb0-48d5-aa1e-d31eb700d134 · outbound

This paper cites Visual- izing and analyzing entity activity on the bitcoin network,.

Blockchain Data Analysis in the Era of Large-Language Models Visual- izing and analyzing entity activity on the bitcoin network,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.889819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a48b0030-963e-42c9-909a-93713c213b0c · outbound

This paper cites Position: What can large language models tell us about time series analysis,.

Blockchain Data Analysis in the Era of Large-Language Models Position: What can large language models tell us about time series analysis,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.871077Z

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Observation f65f3893-e574-4f9a-9ce0-a3e0ee7072ad · outbound

This paper cites Graph machine learning in the era of large language models (LLMs),.

Blockchain Data Analysis in the Era of Large-Language Models Graph machine learning in the era of large language models (LLMs),

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.849008Z

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Observation 64c0b039-85a8-4633-a32e-316440077c79 · outbound

This paper cites Exploring the potential of large language models (LLMs) in learning on graphs,.

Blockchain Data Analysis in the Era of Large-Language Models Exploring the potential of large language models (LLMs) in learning on graphs,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.831555Z

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Observation e0a45f83-0a79-45cb-8073-1592def4c136 · outbound

This paper cites BC4LLM: A perspective of trusted artificial intelligence when blockchain meets large lan- guage models,.

Blockchain Data Analysis in the Era of Large-Language Models BC4LLM: A perspective of trusted artificial intelligence when blockchain meets large lan- guage models,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.814438Z

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Observation 39664e74-84ab-488d-badf-f9a203eeda40 · outbound

This paper cites Blockchain for Large Language Model Security and Safety: A Holistic Survey.

Blockchain Data Analysis in the Era of Large-Language Models Blockchain for Large Language Model Security and Safety: A Holistic Survey

Reference 56

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Observation cf3e8d20-f633-484e-9696-ce77eeeba531 · outbound

This paper cites Blockchain and Artificial Intelligence: Synergies and Conflicts.

Blockchain Data Analysis in the Era of Large-Language Models Blockchain and Artificial Intelligence: Synergies and Conflicts

Reference 57

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Observation 549bbef6-8b9c-4b96-b13a-01f76f65cecd · outbound

This paper cites Attention is all you need,.

Blockchain Data Analysis in the Era of Large-Language Models Attention is all you need,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T19:54:51.831650Z

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Observation 5b600b25-5e83-4b49-8077-818a40e412e2 · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Large language models are zero-shot reasoners,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.786589Z

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Observation 2e0ec5ac-276f-4f83-9172-3ad14a2b4dbe · outbound

This paper cites Exploring patterns in LLM integration-a study on architectural considerations and design pat- terns in LLM dependent applications,.

Blockchain Data Analysis in the Era of Large-Language Models Exploring patterns in LLM integration-a study on architectural considerations and design pat- terns in LLM dependent applications,

Reference 60

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Observation 625f2fef-78bd-4429-8b1b-5a744ce8a566 · outbound

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Blockchain Data Analysis in the Era of Large-Language Models BlockFound: Cus- tomized blockchain foundation model for anomaly detection,

Reference 61

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Observation dd0038fe-8273-4bf1-80f9-85e625e62acb · outbound

This paper cites Enhancing zero-shot crypto sentiment with fine-tuned language model and prompt engineering,.

Blockchain Data Analysis in the Era of Large-Language Models Enhancing zero-shot crypto sentiment with fine-tuned language model and prompt engineering,

Reference 62

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Observation 6f66446c-3a31-4378-91a0-18228f0a51e5 · outbound

This paper cites Prop- ertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation,.

Blockchain Data Analysis in the Era of Large-Language Models Prop- ertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation,

Reference 63

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Observation 7bfab766-7739-4bf5-a754-b65eb046ad73 · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Sligpt: A Large Language Model-Based Approach for Data Dependency Analysis on Solidity Smart Con- tracts,

Reference 64

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Observation 2256b7c3-9452-43ba-a8dd-c08ea5b1777a · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Blockchain Large Language Models,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.696318Z

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Observation c41399aa-50b5-422a-9bd9-0ba209f12f37 · outbound

This paper cites BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection,.

Blockchain Data Analysis in the Era of Large-Language Models BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.679386Z

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Observation 063e8f8f-1a4e-40d7-a439-f914b4c107d8 · outbound

This paper cites FELLMVP: An Ensemble LLM Framework for Classifying Smart Contract Vulnerabilities,.

Blockchain Data Analysis in the Era of Large-Language Models FELLMVP: An Ensemble LLM Framework for Classifying Smart Contract Vulnerabilities,

Reference 67

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Observation 40c98622-cbf9-4833-8243-4b4977da5312 · outbound

This paper cites Llmsmartsec: Smart contract security auditing with llm and annotated control flow graph,.

Blockchain Data Analysis in the Era of Large-Language Models Llmsmartsec: Smart contract security auditing with llm and annotated control flow graph,

Reference 68

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Observation 924c7cfb-d99e-4348-ba6f-dcbc7315e3e6 · outbound

This paper cites CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading,.

Blockchain Data Analysis in the Era of Large-Language Models CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading,

Reference 69

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Observation 80c22c62-84b6-4a33-b3c4-0a80a1d3b9d9 · outbound

This paper cites ZipZap: Efficient Training of Language Models for Large-Scale Fraud De- tection on Blockchain,.

Blockchain Data Analysis in the Era of Large-Language Models ZipZap: Efficient Training of Language Models for Large-Scale Fraud De- tection on Blockchain,

Reference 70

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Observation 068f27a0-9ce2-4c69-b4b9-8c9515d653f3 · outbound

This paper cites Large language models for blockchain security: A systematic literature review,.

Blockchain Data Analysis in the Era of Large-Language Models Large language models for blockchain security: A systematic literature review,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.590038Z

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Observation 0a199955-bf76-484b-a4c7-bfe898d6dd0f · outbound

This paper cites LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection.

Blockchain Data Analysis in the Era of Large-Language Models LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection

Reference 72

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Observation 377413f0-bb62-4a74-b67e-b333c899fe11 · outbound

This paper cites LLMs and NLP Models in Cryptocurrency Sentiment Analysis: A Com- parative Classification Study,.

Blockchain Data Analysis in the Era of Large-Language Models LLMs and NLP Models in Cryptocurrency Sentiment Analysis: A Com- parative Classification Study,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.569809Z

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Observation afcca02c-4c36-42ec-b1d1-d1775c50ba39 · outbound

This paper cites Transformer-based approach for Ethereum Price Prediction Using Crosscurrency correlation and Sentiment Analysis.

Blockchain Data Analysis in the Era of Large-Language Models Transformer-based approach for Ethereum Price Prediction Using Crosscurrency correlation and Sentiment Analysis

Reference 74

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:54:52.033286Z

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Observation 49182c3f-2761-4c6b-8101-9a25eaf567a8 · outbound

This paper cites AI alignment: A comprehensive survey,.

Blockchain Data Analysis in the Era of Large-Language Models AI alignment: A comprehensive survey,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.546706Z

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Observation 054305eb-2014-4722-833c-e0f222ff4b02 · outbound

This paper cites Unveiling the Potential of ChatGPT in Detecting Machine Unauditable Bugs in Smart Contracts: A Preliminary Evaluation and Categorization,.

Blockchain Data Analysis in the Era of Large-Language Models Unveiling the Potential of ChatGPT in Detecting Machine Unauditable Bugs in Smart Contracts: A Preliminary Evaluation and Categorization,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.528616Z

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Observation b2e43f5a-4d93-46b5-ab56-33ace2dc7e4d · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Unresolved cited work

Reference 77

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Observation b0a72d99-49a4-4e29-94be-3d2aca19b2cc · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Unresolved cited work

Reference 78

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Observation 92191301-d20a-4abf-a942-ac9e85db7364 · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Unresolved cited work

Reference 79

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Observation c69d2c76-32a8-47f4-9319-0dc860ae5d4a · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Transaction ID

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:54:52.457949Z

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Observation 1aa85e69-3b6b-4126-a79d-83c6bab3b70a · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:54:52.437323Z

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Observation bbcd2b6a-aec4-4cc7-ac50-340aabd616ea · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:54:52.417485Z

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Observation 70522e42-75e2-4ff0-b11c-8a45c1923e27 · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:54:52.400382Z

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Observation 60187e87-8284-4872-8c3b-23eddbf69e53 · outbound

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Blockchain Data Analysis in the Era of Large-Language Models Transaction ID

Reference 84

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Observation 433c3a84-b336-4973-af87-849fa675a43a · outbound

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Blockchain Data Analysis in the Era of Large-Language Models - Node 2: -

Reference 85

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Pith citing papers

Observation 95f9c131-01c7-4684-9ae1-950a4135b3fd · inbound

DMind Benchmark: Toward a Holistic Assessment of LLM Capabilities across the Web3 Domain cites this paper.

DMind Benchmark: Toward a Holistic Assessment of LLM Capabilities across the Web3 Domain Blockchain Data Analysis in the Era of Large-Language Models

Reference 57

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Observation 9ae21371-47d8-4786-b42b-253b46b6e8e9 · inbound

SoK: Security and Privacy of AI Agents for Blockchain cites this paper.

SoK: Security and Privacy of AI Agents for Blockchain Blockchain Data Analysis in the Era of Large-Language Models

Reference 43

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