Paper Citation Record · LEDGER

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2608.00764.

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

pith.paper-citation-record.v1
2608.00764 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:22:58.979590Z

measured 47 of 47 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy7
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19039dca-eb3f-4fa2-ae44-178c439954cd · outbound

This paper cites Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.807578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb519fbb-fcb1-4e59-8f73-771c2b0b1de3 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.812071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31751d13-9f97-4e8e-b772-42441a983f5c · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.818402Z

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 f49dd67f-ad1f-4502-9cf2-19e2ed69196f · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.808076Z

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 09ba17e2-72ea-441d-bccd-27d502ffac8a · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.797951Z

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 a20d33a6-7f74-4db1-a50f-b53a860e5ded · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.786868Z

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 b6369c86-0b9e-44d1-8c3f-2a8f3298f031 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.774861Z

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 c57a950c-8577-45cf-8dae-e34d7cb330be · outbound

This paper cites DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.838062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8922a2e-1402-42d0-9ce5-476fbd715931 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.751241Z

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 b98d7180-3ab9-4f59-bead-cea8a68da6c4 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.739074Z

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 7547bd33-419c-4131-a562-3f7b8b39bf5c · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.728968Z

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 db10c0b8-903b-47a2-9b44-b899a08b00db · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.718465Z

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 5395e886-fd98-4c24-8ef4-05da4c2e2924 · outbound

This paper cites Deep Research Agents: A Systematic Examination And Roadmap.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Deep Research Agents: A Systematic Examination And Roadmap

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.857295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3903c4f2-c86f-4229-8a66-2531caac64db · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction FinanceBench: A New Benchmark for Financial Question Answering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.861749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e787b8ac-109a-4866-8347-d53072a59f8c · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.865507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa08e154-5c58-4970-bf13-10c8780e60f0 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.869389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05e01ea3-04e3-4807-9892-a8456d7aaf1c · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.701060Z

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 a1bdf398-d167-4b02-a26f-3f1d7b7b0734 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.877496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902c9396-50c1-4e89-8aec-9114f895e4de · outbound

This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.880921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 590e4f03-85f8-4884-8aa2-fec5936a469f · outbound

This paper cites ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.884828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4d8607b-9d41-4e2c-986e-702ff97b79d4 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.888379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21aafd4e-bd45-4e11-83f0-2302edb9fa9d · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.690641Z

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 70de8e60-268a-4f6e-b5e3-441b8720ea37 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.680886Z

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 7fd3f8d0-9a7b-4101-93fa-abe553a8aa1e · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.671101Z

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 735599a9-fc4e-4d13-9914-6db1cd8398e1 · outbound

This paper cites 2007.The economics of money, banking, and financial markets.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction 2007.The economics of money, banking, and financial markets

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:59.659971Z

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 3548a235-77ef-49ad-a1ff-3b0b1b003c2b · outbound

This paper cites 1999.Technical analysis of the financial markets: A comprehensive guide to trading methods and applications.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction 1999.Technical analysis of the financial markets: A comprehensive guide to trading methods and applications

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:59.648901Z

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 5f2f85ce-9004-4e49-be52-d7043f1ef663 · outbound

This paper cites 2025.Introducing deep research.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction 2025.Introducing deep research

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:59.637793Z

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 ab2c3a96-6495-407c-9f2c-3bb06800cea2 · outbound

This paper cites 2010.Financial statement analysis and security valuation.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction 2010.Financial statement analysis and security valuation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:59.627352Z

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 938d4633-6b67-4879-b5b9-5a68e86d20f5 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.615317Z

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 fcc5deb9-ae96-4673-ac49-300707e7b2fe · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.601656Z

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 16cd6286-d174-4f65-8aac-d358767eb16c · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.590663Z

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 44d07840-797a-4d78-bce5-543b2ab72a92 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.927321Z

Source-reported events for the cited work

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Observation 63e4f2c5-5339-40d5-bf26-db1aedb0b9f9 · outbound

This paper cites 2025.Deep Research is now available on Gemini 2.5 Pro Experi- mental.https://blog.google/products/gemini/deep-research-gemini-2-5-pro- experimental/.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction 2025.Deep Research is now available on Gemini 2.5 Pro Experi- mental.https://blog.google/products/gemini/deep-research-gemini-2-5-pro- experimental/

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:59.579828Z

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 1fe5f602-8e17-484f-80f7-5fadadd338bc · outbound

This paper cites 2025.Deep research (Qwen-Deep-Research).

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction 2025.Deep research (Qwen-Deep-Research)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:59.568562Z

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 6abdcd78-2fb2-4448-98b9-9e707db617fd · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.556958Z

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 baa2e642-e3ee-4e9a-a352-ab410aea0181 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.942013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf2585a0-757e-41b0-b013-b75724b690c9 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.537917Z

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 73f9cae2-1acc-4dfa-979e-a1421bbbd74a · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.945784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa2a391b-313a-4d78-96e4-a19b85274ba2 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.525299Z

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 5bea2d0d-1519-4d5c-92b4-b550ea078db0 · outbound

This paper cites FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.953019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db7681f8-bbd3-4479-b226-862c259f050e · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.512998Z

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 7a857a87-ce7c-4542-af24-9e1c97bc559f · outbound

This paper cites Deep Research: A Survey of Autonomous Research Agents.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Deep Research: A Survey of Autonomous Research Agents

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.960941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be09f358-e01f-4c96-ba1e-2304cbf4e126 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.489967Z

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 7efa3e8e-01a9-4e7f-ac0c-472931a6ca36 · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.501227Z

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 a4bfbcbb-3cb4-4f26-93d1-2f474353110b · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:59.478064Z

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 3184a833-3723-4e47-94ed-4153c9ae42ed · outbound

This paper cites an unresolved cited work.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:58.975807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5f33a24-10ec-4f44-bbd1-256c94c92281 · outbound

This paper cites InProceedings of the 6th ACM International Conference on AI in Finance.

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction InProceedings of the 6th ACM International Conference on AI in Finance

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:59.763105Z

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

No inbound Pith citation observations are available.