Paper Citation Record · LEDGER

Improving LLMs with a knowledge from databases

As of 21 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2506.05560.

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

pith.paper-citation-record.v1
2506.05560 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:18:02.801627Z

measured 29 of 29 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 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

29 of 29 outbound references displayed

verified exact0
verified fuzzy11
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 56c1d097-fa37-46df-bbb4-c7628f53139d · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:07.720550Z

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 b0b9e813-7a5f-4209-b081-d92705aa8210 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:07.495979Z

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 d0479ca2-7d56-4d83-a4b1-2016a84661d9 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:07.210734Z

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 eba5d3f7-04cd-41c7-a2f9-f03be8113afc · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:06.971280Z

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 1df0b024-9bf9-4c5c-9c50-b5535314fb26 · outbound

This paper cites and Niblett, T.

Improving LLMs with a knowledge from databases and Niblett, T

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:06.722506Z

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 84384a93-7bc1-4ca9-a8ba-8ce0d5a43b56 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:06.480883Z

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 574e01d6-60e7-40c3-a9c1-35be4529eb31 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:06.241193Z

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 03f222d6-5ae0-4fc4-90c2-7278e9aeeae0 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:05.916433Z

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 faf4e7f0-46ff-4f8e-bbfb-7507075cb14f · outbound

This paper cites and Havr\' a nek, T.

Improving LLMs with a knowledge from databases and Havr\' a nek, T

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:05.579406Z

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 71074786-ee6f-4178-8b44-eb3f44fb3a76 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:05.474745Z

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 0102bf30-441e-4cd6-b260-49b199d7427e · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Improving LLMs with a knowledge from databases LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:01.397049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b21ca07-5b1b-4eee-827f-11015aceb3a5 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:05.231532Z

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 608e5794-f53a-4a88-b0d9-2aa8c53c6c0a · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:05.064588Z

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 1a897c67-0f8e-42fa-846b-e2a1ca6f6746 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:01.596629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ee35fe-a989-4b8c-8465-6a65fa580e26 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:04.946871Z

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 8c916828-9804-456d-8a5e-d4e38c1b5d6f · outbound

This paper cites and Rauch, J.

Improving LLMs with a knowledge from databases and Rauch, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:04.832962Z

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 17cda855-9cf3-4a6b-820a-a055134db76d · outbound

This paper cites and Rauch, J.

Improving LLMs with a knowledge from databases and Rauch, J

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:04.719048Z

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 48bd7852-7af6-4567-b55d-0305c5d3974d · outbound

This paper cites and Rauch, J.

Improving LLMs with a knowledge from databases and Rauch, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:04.613556Z

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 82962dca-747d-4f68-914e-f5cd157db94d · outbound

This paper cites A., Mart \'i nez C \'a mara, E., and Camacho-Collados, J.

Improving LLMs with a knowledge from databases A., Mart \'i nez C \'a mara, E., and Camacho-Collados, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:04.464376Z

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 9ca4787d-1882-4168-a73e-fcd6142eb579 · outbound

This paper cites S., Jain, S.

Improving LLMs with a knowledge from databases S., Jain, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:04.351096Z

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 c62dfde0-c6a8-4cc8-9c81-f2c15e3c88a8 · outbound

This paper cites Cleverminer: Beyond apriori.

Improving LLMs with a knowledge from databases Cleverminer: Beyond apriori

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:04.249393Z

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 bf4d6a72-5792-4271-bfef-b84d4b9c6eea · outbound

This paper cites and Liu, Z.

Improving LLMs with a knowledge from databases and Liu, Z

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:04.139796Z

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 2ead6288-21c9-4f9f-bc02-b163935b9e28 · outbound

This paper cites and Wieczorkowska, A.

Improving LLMs with a knowledge from databases and Wieczorkowska, A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:03.984264Z

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 6b0d0e1f-6944-4666-afbd-0a72794bed08 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:03.870895Z

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 99af365f-eb2c-4893-b373-f44a8173e0ed · outbound

This paper cites why should I trust you?.

Improving LLMs with a knowledge from databases why should I trust you?

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:03.709982Z

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 f60c834f-89f9-470d-aafb-0b38f83c35a7 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:03.521850Z

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 a18463cd-f36a-4646-b2be-43aa1d87c79e · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:03.351872Z

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 305e1002-90d8-4802-9daa-835be6941499 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:03.157619Z

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 399c6d78-53c8-4202-9449-d6e68efcf186 · outbound

This paper cites an unresolved cited work.

Improving LLMs with a knowledge from databases Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:03.009745Z

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.

Pith citing papers

No inbound Pith citation observations are available.