Paper Citation Record · LEDGER

How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2407.13578.

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

pith.paper-citation-record.v1
2407.13578 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:07:44.351402Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T21:52:10.047901Z

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 2a10a08c-6092-4a0c-994a-6e465e9b83a1 · inbound

Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions cites this paper.

Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:29.218716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6610187-917d-407f-9df2-ae10dacceaf9 · inbound

TrustDataFilter:Leveraging Trusted Knowledge Base Data for More Effective Filtering of Unknown Information cites this paper.

TrustDataFilter:Leveraging Trusted Knowledge Base Data for More Effective Filtering of Unknown Information How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T14:43:55.499769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e7dc34d-5b6b-4718-8bfc-0e818cd0559c · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:52:10.051123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 148dc041-bf54-40cc-b0f5-ee1db8f0865f · inbound

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics cites this paper.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:07:44.351402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a4c6ae2-946a-4dc4-b334-cba8c4734ea5 · inbound

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models cites this paper.

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:15.934313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f643f9c6-9c6d-4036-9cc5-12bd6ef203e0 · inbound

Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations cites this paper.

Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:38.140928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eee25137-ffd0-4ac0-8523-04c81ccf8f57 · inbound

Neuro-Symbolic Frameworks: Conceptual Characterization and Empirical Comparative Analysis cites this paper.

Neuro-Symbolic Frameworks: Conceptual Characterization and Empirical Comparative Analysis How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-15T16:18:24.314687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.