Paper Citation Record · LEDGER

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.03599.

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

pith.paper-citation-record.v1
2607.03599 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T01:17:36.542815Z

measured 42 of 42 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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d3a861fa-ef20-4fb7-8134-8d83a6998901 · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2558d4-7801-4036-8362-801ac7654c58 · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8cd2fcd-f571-496a-a2d0-b6ae3b3fcd2c · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2afe3d9b-736d-4696-9685-8ceecaf2ba48 · outbound

This paper cites Spell: Streaming parsing of system event logs.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Spell: Streaming parsing of system event logs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a30fb0-266b-4df8-a654-3accfddca056 · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5952b34-e337-435f-824e-b03476014b1d · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 138d2866-2ee3-4bbe-8708-9d196c703651 · outbound

This paper cites Deeplog: Anomaly detection and diagnosis from system logs through deep learn- ing.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Deeplog: Anomaly detection and diagnosis from system logs through deep learn- ing

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a320cca-3e1a-4289-a055-35caccd3c62e · outbound

This paper cites Loganomaly: Unsupervised detection of sequential and quantitative anomalies in unstructured logs.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Loganomaly: Unsupervised detection of sequential and quantitative anomalies in unstructured logs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98c25ab-7637-4e36-a4dd-2087a4b34d72 · outbound

This paper cites Logbert: Log anomaly detection via bert.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Logbert: Log anomaly detection via bert

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2421fe95-2b82-40d8-abe6-859518013758 · outbound

This paper cites Robust log-based anomaly detection on unstable log data.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Robust log-based anomaly detection on unstable log data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a5f444-df44-4a62-b68d-27688b19da25 · outbound

This paper cites Semi-supervised log-based anomaly detection via probabilistic label estimation.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Semi-supervised log-based anomaly detection via probabilistic label estimation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddb26fbb-616e-405a-a313-bbf2657e5da2 · outbound

This paper cites Log-based anomaly detection without log parsing.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Log-based anomaly detection without log parsing

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a26e50a5-cece-43f7-82c9-a6f0dd094a76 · outbound

This paper cites Vera Liao, Daniel Gruen, and Sarah Miller.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Vera Liao, Daniel Gruen, and Sarah Miller

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd3d94e9-4449-4935-9aa3-07626f9d64e2 · outbound

This paper cites Vera Liao, and Rachel K.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Vera Liao, and Rachel K

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 322167ef-c56b-43c9-afdb-fe5cb68704fa · outbound

This paper cites Deepseer: Interactive rnn explanation and debugging via state abstrac- tion.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Deepseer: Interactive rnn explanation and debugging via state abstrac- tion

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d5861f3-4a49-4e8f-b536-d8ef8201ed62 · outbound

This paper cites why should i trust you?.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection why should i trust you?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1d5df3d-c423-4ae7-896b-637f26bc1109 · outbound

This paper cites Lundberg and Su-In Lee.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Lundberg and Su-In Lee

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deba8309-2f3e-4952-b829-d487f249711c · outbound

This paper cites Fung, Hailong Yang, Dongxiao Qian, Jiahua Shang, Zhongzhi Xiao, and Zhenzhou Wu.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Fung, Hailong Yang, Dongxiao Qian, Jiahua Shang, Zhongzhi Xiao, and Zhenzhou Wu

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be902efb-02f6-48c3-b76d-ccca14e11a2e · outbound

This paper cites Logprompt: A log-based anomaly detection framework using prompts.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Logprompt: A log-based anomaly detection framework using prompts

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e0686ab-7b0b-45a3-a3a0-43d1486b4ec6 · outbound

This paper cites Interpretable online log analysis using large language models with prompt strategies.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Interpretable online log analysis using large language models with prompt strategies

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c409e306-d5fe-41f1-87f0-b9558a7a44c3 · outbound

This paper cites LogLLM: Log-based Anomaly Detection Using Large Language Models.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection LogLLM: Log-based Anomaly Detection Using Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6470a4c-b47c-44d1-8bee-c65ce97c880d · outbound

This paper cites Are self-explanations from Large Language Models faithful?.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Are self-explanations from Large Language Models faithful?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc5689b8-ad12-4cc8-a83f-04d25b452b15 · outbound

This paper cites GPT-4o mini: advancing cost-efficient intelligence.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection GPT-4o mini: advancing cost-efficient intelligence

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f499675-cff9-4631-ab7c-01fcc9289803 · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 24

Resolution: parse uncertain; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a68106a8-462d-422d-ae77-743ae86183fc · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f8645c9-dadb-4fb9-9f60-850aa60efd13 · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6246b0b0-f7f6-429a-8330-98be7568f943 · outbound

This paper cites Mining invariants from console logs for system problem detection.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Mining invariants from console logs for system problem detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653cba22-e399-4387-94df-bfb8b4f851ab · outbound

This paper cites Log clustering based problem identification for online service systems.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Log clustering based problem identification for online service systems

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da16fbe-67f0-461e-9835-3c27a3684f22 · outbound

This paper cites Fung, Rong He, Yining Zhao, Hailong Yang, and Zhongzhi Luan.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Fung, Rong He, Yining Zhao, Hailong Yang, and Zhongzhi Luan

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbaaa782-d9c3-4461-857d-589cbcc100fa · outbound

This paper cites Loggd: Detecting anomalies from system logs with graph neural networks.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Loggd: Detecting anomalies from system logs with graph neural networks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cccfb0e-0383-49e9-8637-e5d69f4cc273 · outbound

This paper cites Logformer: A pre-train and tuning pipeline for log anomaly detection.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Logformer: A pre-train and tuning pipeline for log anomaly detection

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 527bb4f2-e740-4333-ba39-2281fb21062f · outbound

This paper cites Logrules: Enhancing log anal- ysis capability of large language models through rules.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Logrules: Enhancing log anal- ysis capability of large language models through rules

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65a6b12d-f8a5-47d6-9507-7164a8f7c3eb · outbound

This paper cites LLM4Log: A Systematic Review of Large Language Model-based Log Analysis.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection LLM4Log: A Systematic Review of Large Language Model-based Log Analysis

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd6ae0a8-0a62-467b-8b03-a6e02dac3cb5 · outbound

This paper cites A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-based Anomaly Detection Techniques.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-based Anomaly Detection Techniques

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b52fc2e-c554-4b97-bc27-949d19f7c19e · outbound

This paper cites Pinpointing anomaly events in logs from stability testing—n-grams vs.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Pinpointing anomaly events in logs from stability testing—n-grams vs

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd1418c3-18ae-49b5-9977-5cd3e61c6366 · outbound

This paper cites Term-weighting approaches in automatic text retrieval.Information Processing & Management, 24(5):513–523, 1988.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Term-weighting approaches in automatic text retrieval.Information Processing & Management, 24(5):513–523, 1988

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22eb731c-eb59-4d9b-b62d-2e076647945d · outbound

This paper cites Accelerated hierarchical density based clustering.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Accelerated hierarchical density based clustering

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68ce745-7255-41cf-b83f-986307ee3256 · outbound

This paper cites ClusterLog: Clustering Logs for Effective Log-based Anomaly Detection.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection ClusterLog: Clustering Logs for Effective Log-based Anomaly Detection

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c6e04f-a07c-4bc2-bcdb-8471c716ac0d · outbound

This paper cites an unresolved cited work.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f3e3cd7-dbec-4ad1-b6c9-4ba682d9b5d4 · outbound

This paper cites hdbscan: Hierarchical density based clustering.Journal of Open Source Software, 2(11):205, 2017.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection hdbscan: Hierarchical density based clustering.Journal of Open Source Software, 2(11):205, 2017

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b18592c-8b46-441e-8e4f-f76705734237 · outbound

This paper cites A technique for the measurement of attitudes.Archives of Psychology, 22(140):1–55, 1932.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection A technique for the measurement of attitudes.Archives of Psychology, 22(140):1–55, 1932

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0c66d3f-e47d-43c4-9ec0-642940300f37 · outbound

This paper cites Individual comparisons by ranking methods.Biomet- rics Bulletin, 1(6):80–83, 1945.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection Individual comparisons by ranking methods.Biomet- rics Bulletin, 1(6):80–83, 1945

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.