Paper Citation Record · LEDGER

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets

As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2507.09255.

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

pith.paper-citation-record.v1
2507.09255 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:03:26.928483Z

measured 22 of 22 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T05:53:29.860037Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T05:57:24.597603Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy1
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc5c0561-ec1d-4d96-8ae5-523b95049034 · outbound

This paper cites URL: " 'urlintro :=.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:25.692790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c810cd0-0166-41a4-b319-05999f02fec6 · outbound

This paper cites write newline.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:25.730102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f898d9d1-fd31-40ff-9621-ce2d840bf64b · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:03:28.977644Z

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 38c253ae-7f23-4d9d-bbc6-39482ee7eda3 · outbound

This paper cites Cartea and S.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Cartea and S

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:25.870151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e34cb94-5db5-4a98-8478-78fd8d051bd9 · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:25.937250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1a67d3d-e421-4313-a564-d509433b9367 · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:25.985629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b764552a-63ae-494e-9e11-1e29e3fb533d · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:03:28.780055Z

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 161354e1-cd85-4b15-904e-6e4535b2e86b · outbound

This paper cites INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:26.139668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10089edc-0fd5-429f-96b0-f1ed78b6d80a · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:26.220459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eedabc0b-c95c-4034-946e-c6d82a1a32d9 · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:03:28.412167Z

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 28293931-2c93-4391-9b20-afb9a8748e6f · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:03:28.262690Z

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 c1db0bf7-800a-4163-8286-287d09807dfb · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:26.364070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9926c28f-fdf9-4509-bef2-d31b5f574806 · outbound

This paper cites BizFinBench: A Business-Driven Real-World Financial Benchmark for Evaluating LLMs.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets BizFinBench: A Business-Driven Real-World Financial Benchmark for Evaluating LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:26.453592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13347b7a-5748-4529-a9fc-1da0f5eda276 · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:03:28.064834Z

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 a179f9ab-ec98-422a-aed2-38294206eae1 · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:03:27.794631Z

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 a71ea32d-5c7f-48fa-9bc5-3fb1d8cd0628 · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:03:27.573738Z

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 9d1eb138-e830-4a39-bfb2-be530c42a6d8 · outbound

This paper cites Evaluation data contamination in LLMs: how do we measure it and (when) does it matter?.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Evaluation data contamination in LLMs: how do we measure it and (when) does it matter?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:26.695956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be8ad65-a0cf-4428-ab1d-86866675e294 · outbound

This paper cites LiveBench: A Challenging, Contamination-Limited LLM Benchmark.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets LiveBench: A Challenging, Contamination-Limited LLM Benchmark

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:26.762827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f126c0b7-7a63-4a90-89a1-bcb89318b49b · outbound

This paper cites New concepts in technical trading systems, trend research.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets New concepts in technical trading systems, trend research

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:03:27.390325Z

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 18593718-4dd2-4d4d-8907-06c6eeb18b8e · outbound

This paper cites TradingAgents: Multi-Agents LLM Financial Trading Framework.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets TradingAgents: Multi-Agents LLM Financial Trading Framework

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:26.879102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab71eee2-86a1-4775-868e-b1658b454c4f · outbound

This paper cites an unresolved cited work.

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:03:27.264319Z

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

Observation e18b6f0c-b068-4f82-bfd8-7a83a0918570 · inbound

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies cites this paper.

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:57:24.599233Z

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.