Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T11:50:22.254315Z
Paper Citation Record · LEDGER
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making
As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.20491.
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
15 of 15 outbound references displayed
- verified exact2
- verified fuzzy0
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 42904533-c7aa-4ee7-9909-53bf29b36b24 · outbound
This paper cites Every Eval Ever: A Unifying Schema and Community Repository for AI Evaluation Results.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making Every Eval Ever: A Unifying Schema and Community Repository for AI Evaluation Results
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-08-02T11:54:15.471726Z
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 c66a9a79-0f12-4358-a7dd-6ab01e355df9 · outbound
This paper cites Revised guidance on model risk management: Supervisory letter SR 26-2.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making Revised guidance on model risk management: Supervisory letter SR 26-2
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:20.651970Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56071d13-9f62-4da9-8248-af9d8e5c6bd6 · outbound
This paper cites FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-08-02T11:54:15.255546Z
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 da51d50a-1d4f-46b1-9cc1-766d597f3eec · outbound
This paper cites Visibility into AI agents.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making Visibility into AI agents
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:20.817091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9daec3ae-59d2-4c63-a3bf-57d214f3a59c · outbound
This paper cites TRAJECT-Bench : A trajectory-aware benchmark for evaluating agentic tool use.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making TRAJECT-Bench : A trajectory-aware benchmark for evaluating agentic tool use
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.037586Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d78d997-5196-4dfa-932d-77e7a44461ad · outbound
This paper cites AI safety best practices for regulated environments.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making AI safety best practices for regulated environments
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.144230Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7be5c78c-c390-4332-bb34-795808e262a4 · outbound
This paper cites A review of evaluation metrics for text similarity.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making A review of evaluation metrics for text similarity
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.216412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92138f80-1996-4ac2-a18e-59d2d09a959f · outbound
This paper cites ToolSandbox : A stateful, conversational, interactive evaluation benchmark for LLM tool use capabilities.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making ToolSandbox : A stateful, conversational, interactive evaluation benchmark for LLM tool use capabilities
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.298577Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75723614-9fc7-4260-b0ba-3067f4de8771 · outbound
This paper cites ReasonBENCH: Benchmarking the (In)Stability of LLM Reasoning.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making ReasonBENCH: Benchmarking the (In)Stability of LLM Reasoning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.375965Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0aabff8-f433-4208-923d-50d55c5a64c4 · outbound
This paper cites FinResearchBench : A logic tree based agent-as-a-judge evaluation framework for financial research agents.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making FinResearchBench : A logic tree based agent-as-a-judge evaluation framework for financial research agents
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.492854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcd03b1b-b4ae-455b-a469-d68db2085fd6 · outbound
This paper cites Scalable runtime governance for agentic AI in financial services.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making Scalable runtime governance for agentic AI in financial services
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.661266Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d781a69a-bd23-4d97-b24f-630a92ca4bd9 · outbound
This paper cites Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.831933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8be4c58-d500-4765-9c72-9840ce4f7a08 · outbound
This paper cites Self-consistency improves chain of thought reasoning in language models.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making Self-consistency improves chain of thought reasoning in language models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:21.988653Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c3c2a93-36e7-4936-9ca1-6d6aa44ccd25 · outbound
This paper cites FinBen : A holistic financial benchmark for large language models.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making FinBen : A holistic financial benchmark for large language models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:22.099780Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afc9c533-1065-4080-bed3-7488956c3dc3 · outbound
This paper cites -bench : A benchmark for tool-agent-user interaction in real-world domains.
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making -bench : A benchmark for tool-agent-user interaction in real-world domains
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:22.254315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.