Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2412.18174.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:51:57.987439Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T20:40:08.185850Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation d4442445-3340-4eb0-b89c-21c0f3028ba4 · inbound
A Survey of Scaling in Large Language Model Reasoning cites this paper.
A Survey of Scaling in Large Language Model Reasoning INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 97
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T21:22:08.963610Z
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 cf249527-93ee-4a66-a201-37dc7df469d4 · inbound
TextAtari: 100K Frames Game Playing with Language Agents cites this paper.
TextAtari: 100K Frames Game Playing with Language Agents INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:51:57.987439Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ac203ab-100b-414c-968e-71096f40a0db · inbound
CFBenchmark-MM: Chinese Financial Assistant Benchmark for Multimodal Large Language Model cites this paper.
CFBenchmark-MM: Chinese Financial Assistant Benchmark for Multimodal Large Language Model INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:40:51.742478Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 368b79ad-531d-43cc-9132-731873f30f02 · inbound
FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design cites this paper.
FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:40:42.544819Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 161354e1-cd85-4b15-904e-6e4535b2e86b · inbound
StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets cites this paper.
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 b25a384f-dec2-4731-8ad1-ffa168260518 · inbound
Emergent Social Intelligence Risks in Generative Multi-Agent Systems cites this paper.
Emergent Social Intelligence Risks in Generative Multi-Agent Systems INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 75
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T21:48:00.890900Z
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 2a4a0303-81ed-413d-b22c-b63fdde27eb1 · inbound
QRAFTI: An Agentic Framework for Empirical Research in Quantitative Finance cites this paper.
QRAFTI: An Agentic Framework for Empirical Research in Quantitative Finance INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 67
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:46:02.783297Z
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 0227aee5-b5aa-4057-b03b-ab8d9c4a34b5 · inbound
FinDocMRE: A Benchmark for Document-Level Financial Multimodal Reasoning Evaluation cites this paper.
FinDocMRE: A Benchmark for Document-Level Financial Multimodal Reasoning Evaluation INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:32:54.618299Z
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 ea7f6d7b-6150-4963-aa25-322f851e4b11 · inbound
Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems cites this paper.
Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T21:37:25.668483Z
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 2dce1e8f-2a9e-497f-8e63-6483e390c9f0 · inbound
Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time Input for Macro Factor Ranking cites this paper.
Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time Input for Macro Factor Ranking INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 93
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T09:59:45.694961Z
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 45087736-8178-4cbd-aa13-1fd8440445cf · inbound
InvestPhilBench: A Multi-Layer Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy cites this paper.
InvestPhilBench: A Multi-Layer Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T20:40:08.187168Z
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 608489da-f9d6-4c5b-9ed4-aabaeca9e5ba · inbound
InvestPhilBench: A Multi-Layer Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy cites this paper.
InvestPhilBench: A Multi-Layer Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T12:08:16.614140Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee267393-70d5-40a8-9b8a-87993d363b8a · inbound
CLQT: A Closed-Loop, Cost-Aware, Strategy-Consistent Benchmark for Diagnostic Evaluation of LLM Portfolio-Management Agents cites this paper.
CLQT: A Closed-Loop, Cost-Aware, Strategy-Consistent Benchmark for Diagnostic Evaluation of LLM Portfolio-Management Agents INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T06:44:18.634074Z
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 fdf4290a-e3b4-48d4-9971-9a02e155d931 · inbound
CLQT: A Closed-Loop, Cost-Aware, Strategy-Consistent Benchmark for Diagnostic Evaluation of LLM Portfolio-Management Agents cites this paper.
CLQT: A Closed-Loop, Cost-Aware, Strategy-Consistent Benchmark for Diagnostic Evaluation of LLM Portfolio-Management Agents INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T04:39:36.957884Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd5e2d37-11b6-42f7-a32d-c1b6fe0b33d8 · inbound
CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning cites this paper.
CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 167
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T10:25:41.599846Z
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 3801a31e-0b28-41a9-af50-0914ff282248 · inbound
NextFund: A Unified Performance Tracking Platform for Agentic Portfolio Management cites this paper.
NextFund: A Unified Performance Tracking Platform for Agentic Portfolio Management INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T06:46:36.394796Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 210feb0b-e54d-4725-b93b-ce240cb97796 · inbound
Frontier AI performance across the business disciplines: a case-grounded benchmark of knowledge work and analytical reasoning cites this paper.
Frontier AI performance across the business disciplines: a case-grounded benchmark of knowledge work and analytical reasoning INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T21:31:52.564336Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66d1c2ac-48ef-4000-b0bf-b1faaee4fafe · inbound
Frontier AI performance across the business disciplines: a case-grounded benchmark of knowledge work and analytical reasoning cites this paper.
Frontier AI performance across the business disciplines: a case-grounded benchmark of knowledge work and analytical reasoning INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T00:49:50.852973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 903e35be-f651-40be-b0b7-454b982553a8 · inbound
Capital Markets LLM Reliability Score (CM-LRS): From Plausible to Bankable cites this paper.
Capital Markets LLM Reliability Score (CM-LRS): From Plausible to Bankable INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:48:36.690873Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcad189c-03cc-4051-a82d-e708f0bba3a4 · inbound
ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities? cites this paper.
ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities? INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:42:35.065327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.