Paper Citation Record · LEDGER

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning

As of 8 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2602.13807.

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

pith.paper-citation-record.v1
2602.13807 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:29:50.716048Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T15:29:55.312106Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T10:31:30.319607Z

Reference resolution

50 of 50 outbound references displayed

verified exact0
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a05d660-02ee-4379-a4f7-e93a2f6ad0f0 · outbound

This paper cites Large language models can be zero-shot anomaly detectors for time series?.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Large language models can be zero-shot anomaly detectors for time series?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:44.426784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c810dd16-c63d-4927-ad84-4c1087fa4ce3 · outbound

This paper cites Chronos: Learning the Language of Time Series.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Chronos: Learning the Language of Time Series

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:44.492102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2b4f6a6-ea27-439f-8a79-6cea2165bea6 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:44.642929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c49f67d-3df1-47b1-aeeb-6405f79afa4d · outbound

This paper cites Qwen Technical Report.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Qwen Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:44.819992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49afd4c8-b482-4a6e-acca-f7785a41ba3f · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:44.958188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a506c6c-27c2-43ef-b1c1-30f05defb9e6 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:45.086757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 335afa1d-a3fc-4499-9897-97a7c9842709 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:45.227802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709027c6-f233-4b24-92a9-bce204232b93 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:45.337545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7be73e2-ddf5-4673-b123-b15190a9f280 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:45.445848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e95d9e4-5257-4ec1-a3d0-f6e0cf77213d · outbound

This paper cites Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:45.552033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f3fc4cc-d081-4729-b787-5ba87423d457 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:45.701213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00875ec0-9873-4234-be91-804940c31bb3 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:45.839901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 553a2c13-9ba0-49dc-ad7f-71629e23096f · outbound

This paper cites Can LLMs Serve As Time Series Anomaly Detectors?.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Can LLMs Serve As Time Series Anomaly Detectors?

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:45.967507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa216504-15f8-4f97-8f06-1bbc0e1a94a1 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:46.092621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba71510-0c13-4f4e-bd25-766172d0725a · outbound

This paper cites Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:46.234809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c11fcd4-247b-4243-a571-6678f257a2a5 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:46.421531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 556cca7d-02d3-4cf8-a401-31f37cf3eb89 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:46.605967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a96816db-902b-439b-bd9c-0d299152293c · outbound

This paper cites 2018.Forecasting: principles and practice.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning 2018.Forecasting: principles and practice

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:46.707209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d6054f-589c-49a0-89aa-75a04a7ba1e9 · outbound

This paper cites TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:46.888542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfad1879-efbb-4145-9ebf-c90bd8a7c137 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.054248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e25d37a4-5ccb-4fe4-b794-6a570e9c623d · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.205362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca7c22a-2603-4e16-a110-0d0c20ed748e · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.308978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfe4a2ba-8985-494b-9dff-45178e5453c6 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.429629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aafece1-f4e5-45f4-b260-61db8a11cdf9 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.653160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cc0b35c-4926-440f-ba2b-9d6fd102ad52 · outbound

This paper cites In-the-Flow Agentic System Optimization for Effective Planning and Tool Use.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.756190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1890efd-63fa-40e8-8a84-d9d20d6e3c9a · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.896376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 786cda5d-03ab-45b9-bb0e-4c7fc51906d7 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.040717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e23e47-cc78-41b9-98f4-8d8dbb23ef02 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.155257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51d1c902-094b-469e-9063-03fdb285c67f · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.258665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f62d55f6-6046-4222-b901-098f13af133a · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.369722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 745f88d0-1918-44c6-8980-3242ceea59cb · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.590134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e10e7620-d641-456d-89d7-0192738889c4 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.706533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75d32e55-9a4d-4332-95b3-ee4d238f2c28 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.802062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cccffe79-ad66-4cf2-9855-3b42aca32f5f · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.930784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da33b932-a5d5-482e-ade7-f2d93e69f9c7 · outbound

This paper cites 2003.Robust regression and outlier detection.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning 2003.Robust regression and outlier detection

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:49.032024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8e41020-282c-484d-82bc-dcdf77f62014 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:49.169090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0d3aaa-9b0d-4af7-b493-7821ceeef459 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:49.302722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a145402-7745-4b7c-8505-97c35dbf3db6 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:49.408716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3da595e-44b8-4f34-8d9a-8dc3c04dedec · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:49.587355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 971bd6b5-016b-4d67-a599-24f5d61b38e0 · outbound

This paper cites TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:49.713345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d714813f-d438-4b2e-95c8-72754d827ddc · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:49.820613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c07008f0-19cd-4808-81af-73c754cffcc7 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:49.952514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85002fc-04eb-42e7-b736-0507f6e82e47 · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:50.064402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa92749-b486-4aeb-93e4-48eb56a40a0c · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:50.169712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42424a90-03a0-40db-b63a-4269e13aeecf · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:50.330714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f281c6-3a4b-4af8-9d6d-5999518ec496 · outbound

This paper cites AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:50.439702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49d002c5-8417-47f8-878a-74b58fa35b6f · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:50.602788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef1b080-f19c-4123-9c37-d1c0003dd288 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:50.716048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8636e477-a52a-447a-a749-d54a2b81c7ad · outbound

This paper cites an unresolved cited work.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning Unresolved cited work

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:48.482090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95dfc917-fa5d-4574-959f-9cd4eed5b237 · outbound

This paper cites InProceedings of the aaai conference on artificial intelligence, Vol.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning InProceedings of the aaai conference on artificial intelligence, Vol

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.551190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e322c3d6-745d-4e22-9aaa-808e481b4d16 · inbound

CastFlow: Learning Role-Specialized Agentic Workflows for Time Series Forecasting cites this paper.

CastFlow: Learning Role-Specialized Agentic Workflows for Time Series Forecasting AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-10T02:11:49.795623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e30c048f-e6b6-45af-9177-f5481ba85b22 · inbound

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers cites this paper.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.312106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.