Paper Citation Record · LEDGER

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis

As of 15 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.08529.

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

pith.paper-citation-record.v1
2607.08529 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T05:54:13.946718Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

18 of 18 outbound references displayed

verified exact1
verified fuzzy3
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8e0714a-50bf-4e58-8dfb-1b3b33e53182 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.736503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c881c7f3-a9eb-4e96-b0bb-7ef05a1afcfa · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.754443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c1ee4219-d10a-4993-bdd3-d44acd5d8c28 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.751067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 69613ba3-6049-4e39-adce-32d23d973955 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.752799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation db720de1-5185-422c-857a-70f80d394760 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.756167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6520ada9-a5b7-4f63-b12d-2942300b924a · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.743850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 958f2f17-9acd-4df4-9dc2-9433375b5687 · outbound

This paper cites COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-10T05:56:50.479878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bbbeb406-af1a-4a15-a500-854b28513d94 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T05:56:50.763444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 28d89449-f023-4f41-bdb5-4bdf648393b3 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.734829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8ec14895-b7c3-406c-a5cd-1f4d3e193a58 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.749293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f99baf40-9c95-48ca-adbf-788182210187 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.740725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1a7d91c4-c054-4957-bcb0-42d8c4b1aed7 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.742322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 790ac9d6-dc7e-4826-a734-e4616dc8ebad · outbound

This paper cites Jain, and Michael Stumm.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Jain, and Michael Stumm

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T05:56:50.745474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f39571b9-989d-4e44-b959-11057637e580 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.747504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1c892884-35dc-472c-ae74-b63657174844 · outbound

This paper cites InProceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE).

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis InProceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T05:56:50.761398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ce8ec896-b513-4c2b-af9d-446d253701d6 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.733080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a5b1c29d-75b5-4471-970d-6a003296082b · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.759404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4944886e-3bce-46f1-bc1c-ffc80f7cc161 · outbound

This paper cites an unresolved cited work.

Log-Insight: Automating Microservice Incident Diagnosis via Neuro-Symbolic Log Analysis Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-10T05:56:50.757780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.