Paper Citation Record · LEDGER

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading

As of 9 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2506.03861.

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

pith.paper-citation-record.v1
2506.03861 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:57:11.402045Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T00:16:51.103734Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T00:19:46.961423Z

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy17
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4fe44ab-18ff-4e3a-b221-c5dcd5ac1ece · outbound

This paper cites write newline.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.285647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0dade1e-d28a-402a-9e47-08d800c394fb · outbound

This paper cites High-frequency trading: a practical guide to algorithmic strategies and trading systems.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading High-frequency trading: a practical guide to algorithmic strategies and trading systems

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.853817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d4a620e0-a0be-4dee-a3a3-4edcb19c451d · outbound

This paper cites Phishing scams detection in ethereum transaction network.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Phishing scams detection in ethereum transaction network

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.842839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ffca507-92b8-4522-863a-f5b17eeca9ac · outbound

This paper cites Judgelrm: Large reasoning models as a judge.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Judgelrm: Large reasoning models as a judge

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.298343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a132fe5c-023f-4fa4-a698-209478bdf9bd · outbound

This paper cites and Chin, P.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading and Chin, P

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.831020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9eb7cb04-efd5-4a07-ad67-4e2c63ac1aa0 · outbound

This paper cites H., Radzi, R.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading H., Radzi, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.820975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b940040b-ff51-4fd4-bda9-1fb45a6d24fa · outbound

This paper cites Non-linear prediction of security returns with moving average rules.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Non-linear prediction of security returns with moving average rules

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.810588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ecdb0c3d-56d7-4dca-90f6-4efc40eb73c7 · outbound

This paper cites Ethereum account classification based on graph convolutional network.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Ethereum account classification based on graph convolutional network

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.799896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5a6734ae-73df-450d-94cd-fed2043fbcdb · outbound

This paper cites an unresolved cited work.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:57:11.789324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a2af70d7-94e8-4bdb-8358-cf33558b5872 · outbound

This paper cites Crafting papers on machine learning.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Crafting papers on machine learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.320103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d794769-abb9-44bd-97d8-514cf562f472 · outbound

This paper cites Ttagn: Temporal transaction aggregation graph network for ethereum phishing scams detection.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Ttagn: Temporal transaction aggregation graph network for ethereum phishing scams detection

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.773340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 02713a24-f821-47ef-9f0f-418e37a063f9 · outbound

This paper cites Cryptotrade: A reflective llm-based agent to guide zero-shot cryptocurrency trading.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Cryptotrade: A reflective llm-based agent to guide zero-shot cryptocurrency trading

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.763619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eee931b5-971e-49b4-b8b0-a60f6e6aa66a · outbound

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

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.331876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15ba6509-8981-4357-917f-da7d1eccb2c0 · outbound

This paper cites Modeling and understanding ethereum transaction records via a complex network approach.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Modeling and understanding ethereum transaction records via a complex network approach

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.754005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8126adbb-2f33-44c8-a327-dd54e960ebe2 · outbound

This paper cites an unresolved cited work.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:57:11.743790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e7f9e322-6903-4a14-b213-34e2004a23c6 · outbound

This paper cites FinGPT: Democratizing Internet-scale Data for Financial Large Language Models.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.343664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1cad4f1-3540-4e30-a753-fb072e052d4a · outbound

This paper cites Multi-chain graphs of graphs: A new approach to analyzing blockchain datasets.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Multi-chain graphs of graphs: A new approach to analyzing blockchain datasets

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.733685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 03712208-461c-4386-8b92-ebad7abce1e6 · outbound

This paper cites Market efficiency and stability in the era of high-frequency trading: A comprehensive review.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Market efficiency and stability in the era of high-frequency trading: A comprehensive review

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.723782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c9828ae-cbfc-499a-b296-ddfcf8cdd0d0 · outbound

This paper cites Debagreement: A comment-reply dataset for (dis) agreement detection in online debates.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Debagreement: A comment-reply dataset for (dis) agreement detection in online debates

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.713269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 734108e3-ecde-4a36-aa30-20c221b9bedf · outbound

This paper cites an unresolved cited work.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:57:11.702333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eefbea71-5b08-4124-be99-4dee123f12af · outbound

This paper cites and Kim, J.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading and Kim, J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.691694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69f01825-1cb9-4720-9111-9e74f55fbab4 · outbound

This paper cites TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:57:11.491410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7287ea0f-1980-4f79-8410-b98097a2e146 · outbound

This paper cites Agenttaxo: Dissecting and benchmarking token distribution of llm multi-agent systems.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Agenttaxo: Dissecting and benchmarking token distribution of llm multi-agent systems

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.680233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1bd22b0-3b38-4930-9d5c-a3437e80c434 · outbound

This paper cites EX-Graph: A Pioneering Dataset Bridging Ethereum and X.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading EX-Graph: A Pioneering Dataset Bridging Ethereum and X

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.372015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26cce702-5836-4407-9d85-9fd873f5a8ba · outbound

This paper cites MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.375587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4602b950-ac16-45f8-9cdb-edb20ef4be25 · outbound

This paper cites Assessing Judging Bias in Large Reasoning Models: An Empirical Study.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Assessing Judging Bias in Large Reasoning Models: An Empirical Study

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.379436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c508819-aae0-48d9-a58b-a3125ae58f7b · outbound

This paper cites LLM-based Human Simulations Have Not Yet Been Reliable.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading LLM-based Human Simulations Have Not Yet Been Reliable

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.383188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e7d9c4-810c-4475-9db8-e06a07257322 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading BloombergGPT: A Large Language Model for Finance

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.386839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 062be120-5b83-484a-bd10-8f561181ae6e · outbound

This paper cites PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.390841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08780774-8b35-4847-b55e-400dc3181e16 · outbound

This paper cites W., and Khashanah, K.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading W., and Khashanah, K

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.667105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8a6866c2-2d06-4a29-9efd-04454182a419 · outbound

This paper cites A multimodal foundation agent for financial trading: Tool-augmented, diversified, and generalist.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading A multimodal foundation agent for financial trading: Tool-augmented, diversified, and generalist

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.656417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ea590dc-bbe2-497d-b597-0426dfa2ec05 · outbound

This paper cites Live graph lab: Towards open, dynamic and real transaction graphs with nft.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading Live graph lab: Towards open, dynamic and real transaction graphs with nft

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:11.645131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 0222b620-91b9-489d-83d1-d2f1e2527c89 · inbound

Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols cites this paper.

Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:19:46.963567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.