Paper Citation Record · LEDGER

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence

As of 14 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2412.02263.

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

pith.paper-citation-record.v1
2412.02263 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:44:53.242714Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact2
verified fuzzy31
unresolved4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a310830c-eac7-4f5a-be1f-ee73238cc6f9 · outbound

This paper cites Defi: Decentralized finance-an introduction and overview,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Defi: Decentralized finance-an introduction and overview,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.603251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 480a9bd8-e710-4bba-8ce0-7a036b6dcac2 · outbound

This paper cites Blockchain technology in supply chain operations: Applications, challenges and research oppor- tunities,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Blockchain technology in supply chain operations: Applications, challenges and research oppor- tunities,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.595986Z

Source-reported events for the cited work

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Observation c4500bf8-1565-4280-926d-7b74e3b63968 · outbound

This paper cites Integrating blockchain technology into the energy sector—from theory of blockchain to research and application of energy blockchain,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Integrating blockchain technology into the energy sector—from theory of blockchain to research and application of energy blockchain,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.588708Z

Source-reported events for the cited work

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Observation 21383815-ad11-4421-95b6-63e941c69060 · outbound

This paper cites Interoperability in blockchain: A survey,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Interoperability in blockchain: A survey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.580663Z

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Observation 9a25d7b9-80fa-4494-8c0b-8d1ac3217d63 · outbound

This paper cites A survey on blockchain interoperability: Past, present, and future trends,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A survey on blockchain interoperability: Past, present, and future trends,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.572987Z

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Observation ad6e6341-a520-426b-a1d6-5e6461987916 · outbound

This paper cites Toolqa: A dataset for llm question answering with external tools,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Toolqa: A dataset for llm question answering with external tools,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.565496Z

Source-reported events for the cited work

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Observation 90c6b56b-5343-4b51-b1b7-11c5655cfab4 · outbound

This paper cites Using an llm to help with code understanding,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Using an llm to help with code understanding,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.557841Z

Source-reported events for the cited work

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Observation e98c0377-59d6-4126-b3ea-145f136c9582 · outbound

This paper cites Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications

Reference 8

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Source-reported events for the cited work

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Observation b95b8fce-6fa7-4535-8746-f368484f3ff1 · outbound

This paper cites Fellmvp: An ensemble llm framework for classifying smart contract vulnerabilities,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Fellmvp: An ensemble llm framework for classifying smart contract vulnerabilities,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.550058Z

Source-reported events for the cited work

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Observation 7fb8b575-8c96-43a6-9831-d983bca8c861 · outbound

This paper cites Smartllm: A new oracle system for smart contracts calling large language models,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Smartllm: A new oracle system for smart contracts calling large language models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.541904Z

Source-reported events for the cited work

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Observation 3e9ae446-6cfc-4deb-b8c3-f75506c59164 · outbound

This paper cites Augur: a decentralized oracle and prediction market platform.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Augur: a decentralized oracle and prediction market platform

Reference 11

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Source-reported events for the cited work

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Observation 66e0143e-71f6-4fc8-8874-c31a47bb77f8 · outbound

This paper cites Astraea: A decentralized blockchain oracle,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Astraea: A decentralized blockchain oracle,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.534060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8808a2cb-dc0b-4fa7-a91a-f0f4c4f40193 · outbound

This paper cites Deepthought: A reputation and voting-based blockchain oracle,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Deepthought: A reputation and voting-based blockchain oracle,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.526580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7162de1d-2edb-4bb6-86e7-dc4cb4358a5a · outbound

This paper cites Town crier: An authenticated data feed for smart contracts,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Town crier: An authenticated data feed for smart contracts,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.518695Z

Source-reported events for the cited work

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Observation 9e9cbbbf-374b-476f-ab04-84463d6bb319 · outbound

This paper cites Extending on-chain trust to off-chain–trustworthy blockchain data collection using trusted execution environment (tee),.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Extending on-chain trust to off-chain–trustworthy blockchain data collection using trusted execution environment (tee),

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.511197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 51947226-4c9d-4270-865d-616323f55dd5 · outbound

This paper cites A distributed oracle using intel sgx for blockchain-based iot applications,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A distributed oracle using intel sgx for blockchain-based iot applications,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.503387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3d04e16-d13f-494c-8219-9a5a829a2cb0 · outbound

This paper cites A distributed efficient blockchain oracle scheme for internet of things,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A distributed efficient blockchain oracle scheme for internet of things,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.495590Z

Source-reported events for the cited work

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Observation 49e32c2f-0dd2-4b4b-97df-d3f408fe655a · outbound

This paper cites A trust- worthy and consistent blockchain oracle scheme for industrial internet of things,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A trust- worthy and consistent blockchain oracle scheme for industrial internet of things,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.487821Z

Source-reported events for the cited work

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Observation 07a75057-48b5-42d8-8945-9cad2fd2f1b5 · outbound

This paper cites A decentralized oracle service network to boost blockchain usability with real world data and computation power,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A decentralized oracle service network to boost blockchain usability with real world data and computation power,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.479905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e1d0a7d9-9765-4a14-a156-2238c8696fd1 · outbound

This paper cites How to make your completions outputs consistent with the new seed parameter,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence How to make your completions outputs consistent with the new seed parameter,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.472110Z

Source-reported events for the cited work

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Observation dbe6687b-8912-4f8e-b60a-4a47bd96ad99 · outbound

This paper cites Daon: A decentralized autonomous oracle network to provide secure data for smart contracts,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Daon: A decentralized autonomous oracle network to provide secure data for smart contracts,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.464417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 21cae42f-0f4b-42a1-b9da-a877a0a9600e · outbound

This paper cites Chainlink 2.0: Next steps in the evolution of decentralized oracle networks,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Chainlink 2.0: Next steps in the evolution of decentralized oracle networks,

Reference 22

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Source-reported events for the cited work

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Observation 80e469af-707f-4db0-b3ed-783793710af9 · outbound

This paper cites Schellingcoin: A minimal-trust univer- sal data feed,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Schellingcoin: A minimal-trust univer- sal data feed,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.449195Z

Source-reported events for the cited work

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Observation 7d23abc3-ab37-496b-ba9d-27b0e187b52c · outbound

This paper cites Oracul system,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Oracul system,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.441234Z

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Observation 538d7eb1-f505-45c3-bd2e-0cdf2055d9d3 · outbound

This paper cites Compound protocol,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Compound protocol,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.433418Z

Source-reported events for the cited work

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Observation 244a8dff-3782-4555-87f4-c687927674fb · outbound

This paper cites A decentralized truth dis- covery approach to the blockchain oracle problem,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A decentralized truth dis- covery approach to the blockchain oracle problem,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.425540Z

Source-reported events for the cited work

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Observation a49afb6d-fbd5-47d4-8b14-19b8fa72ac44 · outbound

This paper cites Safeguarding the Truth of High-Value Price Oracle Task: A Dynamically Adjusted Truth Discovery Method.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Safeguarding the Truth of High-Value Price Oracle Task: A Dynamically Adjusted Truth Discovery Method

Reference 27

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Observation 2d024590-3b24-4b6a-b397-1e74dc29beee · outbound

This paper cites A decentralized oracle architecture for a blockchain-based iot global market,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A decentralized oracle architecture for a blockchain-based iot global market,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.417041Z

Source-reported events for the cited work

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Observation 3bd7d2fc-2fe2-4454-95e2-7e40a0120498 · outbound

This paper cites A novel architecture combining oracle with decentralized learning for iiot,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A novel architecture combining oracle with decentralized learning for iiot,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.408887Z

Source-reported events for the cited work

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Observation fd7c81f0-5dda-4873-8313-6f1ed67854f2 · outbound

This paper cites Deco: Lib- erating web data using decentralized oracles for tls,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Deco: Lib- erating web data using decentralized oracles for tls,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.400490Z

Source-reported events for the cited work

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Observation fcec6a25-5c74-4a5e-9b6e-5fc089567f9c · outbound

This paper cites Proxying is enough: Security of proxying in tls oracles and aead context unforgeability,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Proxying is enough: Security of proxying in tls oracles and aead context unforgeability,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.391468Z

Source-reported events for the cited work

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Observation 06e40385-eb15-47a1-86e9-8fb02bcbdc78 · outbound

This paper cites Instant Resonance: Dual Strategy Enhances the Data Consensus Success Rate of Blockchain Threshold Signature Oracles.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Instant Resonance: Dual Strategy Enhances the Data Consensus Success Rate of Blockchain Threshold Signature Oracles

Reference 32

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Observation f541e638-c966-4f73-aa05-e25aaceedd2a · outbound

This paper cites A survey on truth discovery,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence A survey on truth discovery,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.383783Z

Source-reported events for the cited work

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Observation 8df98747-7139-4e09-9856-ec3e77f596a4 · outbound

This paper cites Towards analyzing and mitigating sycophancy in large vision-language models,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Towards analyzing and mitigating sycophancy in large vision-language models,

Reference 34

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Source-reported events for the cited work

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Observation b1af35af-4aab-43b4-b114-e7d2aa48e378 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T23:44:53.237399Z

Source-reported events for the cited work

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Observation fec6ad4e-b316-4523-b5a9-d1fe4b501c85 · outbound

This paper cites Text mining: use of tf-idf to examine the relevance of words to documents,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence Text mining: use of tf-idf to examine the relevance of words to documents,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.375178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f3d811c-5796-4c59-ba44-a0e1555fa9ce · outbound

This paper cites C-eval: A multi-level multi- discipline chinese evaluation suite for foundation models,.

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence C-eval: A multi-level multi- discipline chinese evaluation suite for foundation models,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:44:53.367859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.