Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T16:54:02.556652Z
Paper Citation Record · LEDGER
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
As of 4 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2604.10015.
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 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T11:50:20.718612Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-02T12:16:14.744948Z
Reference resolution
22 of 22 outbound references displayed
- verified exact13
- verified fuzzy5
- unresolved0
- parse uncertain0
- malformed identifier1
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 260fbb84-597f-4bb1-83ed-81e998480ddd · outbound
This paper cites Agentpro: Enhancing llm agents with automated process supervision.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Agentpro: Enhancing llm agents with automated process supervision
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T13:01:47.713243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4c112c7-39a4-4959-bb7a-d90576cb9100 · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks LoRA: Low-Rank Adaptation of Large Language Models
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T07:56:00.229236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ebd6c290-d156-4144-a74d-1f03c421c7d5 · outbound
This paper cites FinanceBench: A New Benchmark for Financial Question Answering.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks FinanceBench: A New Benchmark for Financial Question Answering
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T05:01:13.018607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8835f659-29b3-4476-876e-de9178f4025c · outbound
This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T07:56:00.163639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ee3e1edf-a071-439d-bcd1-75dfa5024cbd · outbound
This paper cites URL https://aclanthology.org/2025.sigdial-1.32/.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks URL https://aclanthology.org/2025.sigdial-1.32/
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T13:01:47.715889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bf1952a5-4c2f-4bad-9013-2157c60342ae · outbound
This paper cites LongFuncEval: Measuring the effectiveness of long context models for function calling.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks LongFuncEval: Measuring the effectiveness of long context models for function calling
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:56:00.133797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 96d334b5-1a43-49d3-8d27-26bd1daaea1d · outbound
This paper cites Api-bank: A comprehensive benchmark for tool-augmented llms.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Api-bank: A comprehensive benchmark for tool-augmented llms
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T13:01:47.710659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fc89a28a-8a11-4c57-b0a8-1f4d8f054089 · outbound
This paper cites Findeepforecast: A live multi-agent system for benchmarking deep research agents in financial forecasting.arXiv preprint arXiv:2601.05039.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Findeepforecast: A live multi-agent system for benchmarking deep research agents in financial forecasting.arXiv preprint arXiv:2601.05039
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:56:00.284676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6be4d553-fe58-4197-b3c4-3b7ab3f41f4a · outbound
This paper cites AgentBench: Evaluating LLMs as Agents.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks AgentBench: Evaluating LLMs as Agents
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:40:05.312349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a191611-72ef-4637-b4c6-2490531d987d · outbound
This paper cites FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:24:30.509855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 38a83bc3-3063-4c26-8791-1141063cf9e5 · outbound
This paper cites Mo et al.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Mo et al
Reference 11
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T07:56:00.273124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a6dbd9d4-3b38-4bff-9c59-b5101b7448a3 · outbound
This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T07:56:00.168307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8461ee18-e8f4-4aa3-8073-351a79d86e96 · outbound
This paper cites ToolGen: Unified Tool Retrieval and Calling via Generation.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks ToolGen: Unified Tool Retrieval and Calling via Generation
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T07:56:00.303273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c5ef217e-7c33-4b4a-ba8f-63e935a58782 · outbound
This paper cites LiveBench: A Challenging, Contamination-Limited LLM Benchmark.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks LiveBench: A Challenging, Contamination-Limited LLM Benchmark
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T04:48:26.603034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9d2d87d5-1704-44fb-8600-4bf0b64e7b3c · outbound
This paper cites TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T22:39:31.128039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 51fc605c-66ab-4213-a560-148c7bd38a92 · outbound
This paper cites The evolution of tool use in LLM agents: From single-tool call to multi-tool orchestration.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks The evolution of tool use in LLM agents: From single-tool call to multi-tool orchestration
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:56:00.239263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9a1b507f-723e-427c-b929-72e945a0e709 · outbound
This paper cites Survey on Evaluation of LLM-based Agents.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Survey on Evaluation of LLM-based Agents
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T07:56:00.141516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1f856b85-f1a0-4b18-9b63-feb14b45fb16 · outbound
This paper cites A Appendix A.1 Limitations Deep research agents are advancing at a fast pace.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks A Appendix A.1 Limitations Deep research agents are advancing at a fast pace
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:56:00.290237Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c24fff9f-11ff-4db7-b7b7-936d60c3fde5 · outbound
This paper cites Finmcp-bench: Benchmarking llm agents for real-world financial tool use under the model context protocol.arXiv preprint arXiv:2603.24943.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Finmcp-bench: Benchmarking llm agents for real-world financial tool use under the model context protocol.arXiv preprint arXiv:2603.24943
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:56:00.158751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6fb9238b-ed82-432c-b347-7670ef70957d · outbound
This paper cites Under review.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Under review
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T13:01:47.720840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 297d3393-5398-45d5-a8f2-8557dc74e152 · outbound
This paper cites More recently, benchmarks have shifted toward evaluating LLM-based agents’ autonomous behavior in complex, interactive envi- ronments.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks More recently, benchmarks have shifted toward evaluating LLM-based agents’ autonomous behavior in complex, interactive envi- ronments
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T13:01:47.718506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5c207545-2383-41f4-b22a-a49d2767868d · outbound
This paper cites {name}:{description}.
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks {name}:{description}
Reference 22
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-17T13:01:47.708208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 56071d13-9f62-4da9-8248-af9d8e5c6bd6 · inbound
DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making cites this paper.
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 2026-08-04T06:34:03.388597+00:00.