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Paper Citation Record · LEDGER

System Log Parsing with Large Language Models: A Review

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.04877.

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

pith.paper-citation-record.v1
2504.04877 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T22:00:18.693120Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T06:04:39.392769Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 601a028a-0e86-4f24-b3ad-a594d1715f9c · inbound

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

LLM4Log: A Systematic Review of Large Language Model-based Log Analysis System Log Parsing with Large Language Models: A Review

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-15T08:25:19.176896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T08:21:04.998443Z digest=sha256:da54429cb791945a859228a7bbe84c37773df76306ce98e4502c26ef702731dd

Observation 7cbfb49f-2aac-4aa6-b051-47a19c9d422a · inbound

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

LLM4Log: A Systematic Review of Large Language Model-based Log Analysis System Log Parsing with Large Language Models: A Review

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-21T10:04:06.612413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-21T10:00:03.036921Z digest=sha256:55db2334ab5272a58e7b05597aec1dbaaa7137396fe7f1b940c643d04a269948

Observation 3839a018-9e7d-4d8f-81d8-e34a415a5d44 · inbound

Parser-Free Querying of Security Logs cites this paper.

Parser-Free Querying of Security Logs System Log Parsing with Large Language Models: A Review

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-22T06:04:39.397433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T06:02:46.239060Z digest=sha256:1af867f8f983cf59663675479548373b96ccdc8148695e3b9f362a7a05b4d57a

Observation 5669977e-1c33-4f89-a0fc-548ea50796ac · inbound

Just Testing, Move Along: Evasion of LLM-based System Log Interpretation by Prompt Injection cites this paper.

Just Testing, Move Along: Evasion of LLM-based System Log Interpretation by Prompt Injection System Log Parsing with Large Language Models: A Review

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-31T22:00:18.693120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T22:00:18.693120Z digest=sha256:9ee353217783acd5fc3e9e216b1159e98745f52c4b3a9f451579640215bf418c