Paper Citation Record · LEDGER

Graph Drawing for LLMs: An Empirical Evaluation

As of 23 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2505.03678.

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

pith.paper-citation-record.v1
2505.03678 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:49:02.754416Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

36 of 36 outbound references displayed

verified exact0
verified fuzzy14
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d28f57a1-2430-4345-86b8-a438d5661072 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.825545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94f213c5-0bb1-44f9-b3fa-8ce47180a984 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.803544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3202eb35-1289-45d7-ae1b-e609e2d4b181 · outbound

This paper cites Burch, W.

Graph Drawing for LLMs: An Empirical Evaluation Burch, W

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.779045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a94f813a-1958-4556-80c1-9a8da3e76c10 · outbound

This paper cites GraphLLM: Boosting Graph Reasoning Ability of Large Language Model.

Graph Drawing for LLMs: An Empirical Evaluation GraphLLM: Boosting Graph Reasoning Ability of Large Language Model

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:49:02.511427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfb9c093-ec51-476f-b58c-ea4a638bdd70 · outbound

This paper cites Chimani, C.

Graph Drawing for LLMs: An Empirical Evaluation Chimani, C

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.759810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1778b511-8c9a-4bf0-964b-d7990eb6c726 · outbound

This paper cites Coolsaet, S.

Graph Drawing for LLMs: An Empirical Evaluation Coolsaet, S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.741145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1f8c0750-5e4c-4127-9341-5dcc7dde0ae2 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.718689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c59d8558-f530-4129-84b8-ab9f65be5db3 · outbound

This paper cites Didimo, E.

Graph Drawing for LLMs: An Empirical Evaluation Didimo, E

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.693068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b010afc7-db82-4ce0-b9a4-556ccf78e38d · outbound

This paper cites Didimo and G.

Graph Drawing for LLMs: An Empirical Evaluation Didimo and G

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.673572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b9a00c5e-fe42-4106-8844-98d08a03cb2d · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.654469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 98fda7d3-51bb-40b6-8b05-c1029cf076df · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.636982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 298f9160-c073-47aa-a570-6789307032bb · outbound

This paper cites Eiglsperger, C.

Graph Drawing for LLMs: An Empirical Evaluation Eiglsperger, C

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.617260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2c64dfa4-a175-4bad-82a7-35dad5407d9b · outbound

This paper cites Fatemi, J.

Graph Drawing for LLMs: An Empirical Evaluation Fatemi, J

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.597688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a7b0832-d5b5-409a-8720-91a05d47862c · outbound

This paper cites Ghoniem, J.

Graph Drawing for LLMs: An Empirical Evaluation Ghoniem, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.579246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 528dacfa-7870-4331-96e5-002170939383 · outbound

This paper cites GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking.

Graph Drawing for LLMs: An Empirical Evaluation GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:49:02.598967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9505c64f-e4b3-49c1-b2ee-28fcf08bfd0f · outbound

This paper cites Hachul and M.

Graph Drawing for LLMs: An Empirical Evaluation Hachul and M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.559260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 16fd98b2-b1e3-4e28-a6f6-5c518f95d47e · outbound

This paper cites Hachul and M.

Graph Drawing for LLMs: An Empirical Evaluation Hachul and M

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.539900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 162e0693-7f41-41f6-bd69-32e07be82c1d · outbound

This paper cites Huang, W.

Graph Drawing for LLMs: An Empirical Evaluation Huang, W

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.515628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 212e1b70-1add-48ad-81ee-11dd10ccbdfc · outbound

This paper cites GPT-4o System Card.

Graph Drawing for LLMs: An Empirical Evaluation GPT-4o System Card

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:49:02.625478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ac2070-7f0c-483e-ab2c-033a29a2fc1e · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.493631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b162fe8b-36d8-4633-9242-5e166edcb28e · outbound

This paper cites Kaufmann and D.

Graph Drawing for LLMs: An Empirical Evaluation Kaufmann and D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.475428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b4daab8c-45c3-4159-976a-3ef5d624a0a0 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:49:02.648188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50c3b2a5-e80b-4fe0-8035-ff930e73ede2 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.452728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2b8d331d-df92-4641-bcc7-e2945624c327 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.428744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b81a038e-42d3-4a37-b3d9-587a841714a6 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.404020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 632744a4-db0f-4f5f-b676-920b18bcc020 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.366089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 914178f0-96a7-4168-9622-82279d82876a · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Graph Drawing for LLMs: An Empirical Evaluation A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:49:02.682689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a5933e4-ef72-43b9-b2ae-2691406126c7 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.332156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2abb367d-b680-41e8-b54f-165907d46181 · outbound

This paper cites GraphArena: Evaluating and Exploring Large Language Models on Graph Computation.

Graph Drawing for LLMs: An Empirical Evaluation GraphArena: Evaluating and Exploring Large Language Models on Graph Computation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:49:02.696646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e028d896-2884-473b-b4b5-ab66f6235ae6 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.302972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6faf9f74-7ae6-4c1d-befa-c89be10e5e92 · outbound

This paper cites Wallinger, D.

Graph Drawing for LLMs: An Empirical Evaluation Wallinger, D

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.279920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4ad083e7-1b1c-4030-b127-9411c0828e8a · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.247296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 312213df-0645-4446-99c9-664758e2f81f · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.210789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 080be1ca-ad0b-4af3-a4df-a85ef1174675 · outbound

This paper cites White, S.

Graph Drawing for LLMs: An Empirical Evaluation White, S

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:49:03.187047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 10b60874-cf49-4853-8975-114991f96991 · outbound

This paper cites an unresolved cited work.

Graph Drawing for LLMs: An Empirical Evaluation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:49:03.150092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 04bb3f06-6131-42d0-beab-6eb248325cf5 · outbound

This paper cites A Survey of Large Language Models.

Graph Drawing for LLMs: An Empirical Evaluation A Survey of Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:49:02.754416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.