Paper Citation Record · LEDGER

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2506.21033.

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

pith.paper-citation-record.v1
2506.21033 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:40:38.258615Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy17
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c59deebd-5a88-4ea4-82fc-700a5a7e878a · outbound

This paper cites A review of current trends, techniques, and challenges in large language models (llms),.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services A review of current trends, techniques, and challenges in large language models (llms),

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.482053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f106aec-25a4-4601-84df-ceb3c5e3c690 · outbound

This paper cites Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.172760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c24e53ee-6530-4dbf-bba1-ee17b15cf0c2 · outbound

This paper cites Chain-of-knowledge: Grounding large language models via dynamic knowledge adapting over heterogeneous sources,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Chain-of-knowledge: Grounding large language models via dynamic knowledge adapting over heterogeneous sources,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.472324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dd80d6f0-6ab8-432c-942f-0714c5cabcde · outbound

This paper cites Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey

Reference 4

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Source-reported events for the cited work

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Observation c73da35d-bd50-4cb0-a69c-8bf116daa6ef · outbound

This paper cites Autowebglm: A large language model-based web navigating agent,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Autowebglm: A large language model-based web navigating agent,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.463645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 089d26cc-1fdc-429c-99e4-2da7b551d9a5 · outbound

This paper cites Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.187097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b138da-f406-4e65-b22a-ee61c1a61b2c · outbound

This paper cites Adaptive incentive and resource allocation for blockchain-supported edge video streaming systems: A cooperative learning approach,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Adaptive incentive and resource allocation for blockchain-supported edge video streaming systems: A cooperative learning approach,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.454630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 025b08d7-cc6d-4e62-90bc-054431990012 · outbound

This paper cites Jora: Blockchain-based efficient joint computing offloading and resource allocation for edge video streaming systems,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Jora: Blockchain-based efficient joint computing offloading and resource allocation for edge video streaming systems,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.445620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f013fe0-6ef5-4aa6-a99d-bfe1b4382bb3 · outbound

This paper cites Jira: Joint incentive design and resource allocation for edge-based real-time video streaming systems,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Jira: Joint incentive design and resource allocation for edge-based real-time video streaming systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.436443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb50535e-0ec5-460a-8552-ae5eefd9ee82 · outbound

This paper cites Blockchain-empowered trustworthy data sharing: Fundamentals, applications, and challenges,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Blockchain-empowered trustworthy data sharing: Fundamentals, applications, and challenges,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.426789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 29f38fa3-73a8-4959-aea5-f2cc63946a70 · outbound

This paper cites Coraldb: A collaborative database for data sharing based on permissioned blockchain,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Coraldb: A collaborative database for data sharing based on permissioned blockchain,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.418580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53556da6-60b7-4571-93f1-0393ccfd88f9 · outbound

This paper cites Preserving edge knowledge sharing among iot services: A blockchain-based approach,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Preserving edge knowledge sharing among iot services: A blockchain-based approach,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.409613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0dba0f79-1c79-41ba-9fe9-e35b46fad9ec · outbound

This paper cites An edge intelligent blockchain-based reputation system for iiot data ecosystem,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services An edge intelligent blockchain-based reputation system for iiot data ecosystem,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.401385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ed9b803-2b04-4b9b-af69-f6a4ac57c228 · outbound

This paper cites Secure and efficient data sharing for iot based on blockchain and reputation mechanism,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Secure and efficient data sharing for iot based on blockchain and reputation mechanism,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.393219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d61f8cce-d4e9-488b-a220-8b2d8132fbd1 · outbound

This paper cites Cosmos whitepaper,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Cosmos whitepaper,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.218761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba01133f-7072-48d9-859a-f97720d7bdbd · outbound

This paper cites Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.223028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bb84f6c-b604-451d-b93f-20f459cfdad8 · outbound

This paper cites Llm technologies and information search,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Llm technologies and information search,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.380102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bdc8ca94-821f-4263-b777-c4f1693a1f5c · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services BERTScore: Evaluating Text Generation with BERT

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.230797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2a816be-855d-4f8a-b95c-3d4bd8e9770a · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.235317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2388e2c-83b8-47da-8921-1e0275587733 · outbound

This paper cites Wikiqa: A challenge dataset for open- domain question answering,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Wikiqa: A challenge dataset for open- domain question answering,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.368435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4610cb10-d963-4dc6-8137-bb50e4d102a0 · outbound

This paper cites Slimchain: scaling blockchain transactions through off-chain storage and parallel processing,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Slimchain: scaling blockchain transactions through off-chain storage and parallel processing,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.359635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d912ff05-9709-4563-97ab-dee42ce3bea0 · outbound

This paper cites A survey on replacement strate- gies in cache memory for embedded systems,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services A survey on replacement strate- gies in cache memory for embedded systems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.349291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 798e34fd-9429-4737-910b-2c8d9d67fba8 · outbound

This paper cites LlamaIndex,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services LlamaIndex,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.247158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b76e2c3-0b9e-4d9f-9130-ef9e015c3385 · outbound

This paper cites Reputation-based distributed knowledge sharing system in blockchain,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Reputation-based distributed knowledge sharing system in blockchain,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.337675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ab34e36-d554-4bc7-9422-ca367548ef1c · outbound

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

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services A survey on blockchain interoperability: Past, present, and future trends,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.251728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 324d0352-9870-4e74-8dca-6594597edf99 · outbound

This paper cites The latest gossip on BFT consensus.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services The latest gossip on BFT consensus

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:38.255445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19899050-3a28-4c00-ae40-8827228f0fa9 · outbound

This paper cites Mathqa: Towards interpretable math word problem solving with operation-based formalisms,.

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services Mathqa: Towards interpretable math word problem solving with operation-based formalisms,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:40:38.326020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.