Paper Citation Record · LEDGER

The Graph Language: How Knowledge Graphs Speak to Large Language Models

As of 7 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2608.01175.

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

pith.paper-citation-record.v1
2608.01175 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:32:11.163127Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

48 of 48 outbound references displayed

verified exact3
verified fuzzy33
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15dc930f-339d-4325-a602-62b1bdbdf801 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:09.352037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d6a9b8-fca6-4bba-9499-7018c9bc1d7a · outbound

This paper cites A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity.

The Graph Language: How Knowledge Graphs Speak to Large Language Models A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:09.431700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84ba90c2-6a84-4a14-bfe2-328c2225c211 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.703521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 112e83ee-e4b8-4177-b7e7-dcfc3b1e0873 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.688572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54e3c8a4-e2ac-4f0e-8b06-715fda41f3de · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.673192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f2d3695-1e53-449d-ba71-4e7fb77071fa · outbound

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

The Graph Language: How Knowledge Graphs Speak to Large Language Models GraphLLM: Boosting Graph Reasoning Ability of Large Language Model

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:09.736144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b923af57-9303-42f0-a9f6-d5e33bd36f91 · outbound

This paper cites Generative Recommendation: Towards Next-generation Recommender Paradigm.

The Graph Language: How Knowledge Graphs Speak to Large Language Models Generative Recommendation: Towards Next-generation Recommender Paradigm

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:09.892574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56eee83c-e52a-4c42-af4d-a4a9bb22ae83 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

The Graph Language: How Knowledge Graphs Speak to Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:10.125279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86998e80-ea57-4fc5-b2c0-3f3ad3dd24b4 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.658083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fb95fb25-8938-41be-b5a1-ae645904d7b2 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.641940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 250c3f61-1255-4f8c-a123-5dcd1a23f268 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.625047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 508737a5-e0e3-47d9-a251-4ea5ef6c26e4 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.607575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2fa4cf50-ea27-4c2c-b27d-dba3bdc1a332 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.591330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 684de2f5-a73c-4666-b1c4-67ed7811f406 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.574940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a036ad7-f3f6-4640-b337-7795e85c0c8f · outbound

This paper cites ACM Computing Surveys55(12), 1–38 (2023).

The Graph Language: How Knowledge Graphs Speak to Large Language Models ACM Computing Surveys55(12), 1–38 (2023)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.558185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4fc4713b-6fa7-4149-a6d6-413e08e2f516 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.540905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09a4ebd4-e9fc-4d18-8c77-55db6c18f6f2 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.522862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a4c1e67-04e8-4194-bb3a-e333dda88969 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.506823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a9bc40cc-6a45-4985-9e14-48eff64f334f · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:11.005055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de90dbf-20b3-4c30-9a49-f6987d720e17 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.490257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bef7add0-d68d-485f-a1ca-0b44d28fc1d6 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.474533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4faa9f3a-727a-4149-973b-c35f36c88953 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.459420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc6afb11-fe0d-4803-9698-3701a3d3f0c0 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 23

Resolution: verified exact; doi, observed 2026-08-06T00:32:11.337751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c128716-f2f0-44e2-892d-4b1467fc6fbf · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 24

Resolution: verified exact; doi, observed 2026-08-06T00:32:11.261795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1e0bf6e1-1384-484c-acd1-e4af79b841cb · outbound

This paper cites an unresolved cited work.

The Graph Language: How Knowledge Graphs Speak to Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:32:12.443229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7820d1a5-3fdf-4a84-8bfe-453adee30797 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.427223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0dc0c9c5-7cdf-42f7-b453-dfd4ae4ba052 · outbound

This paper cites GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models.

The Graph Language: How Knowledge Graphs Speak to Large Language Models GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:32:11.532755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 55f44282-6e91-425a-8495-5d2a375cb6d4 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 28

Resolution: verified exact; doi, observed 2026-08-06T00:32:11.217698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72b84852-211a-44d2-87e9-7ba9ec35ceb9 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:11.057908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a508a5-f604-459e-9f25-57cf2c79f1e8 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.409961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02f15e74-ea38-4726-b37b-1c9baf170e8d · outbound

This paper cites ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation.

The Graph Language: How Knowledge Graphs Speak to Large Language Models ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:11.066104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae943cd2-8a37-46d3-97a4-223e762767f2 · outbound

This paper cites of EMNLP.

The Graph Language: How Knowledge Graphs Speak to Large Language Models of EMNLP

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.395276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3aa5410a-6776-4c72-883d-8b96eb7b602e · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.379638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b2680e7-ed5e-4dd8-8e98-40fbaccd26cf · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:11.079270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc489190-81f9-43fa-be89-eb1175a70f5c · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.363756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5c51e8eb-cecb-4c3a-b33f-fa650f931ca5 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.347470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22f9b9a5-2426-4a6d-bc92-d0bdbcb70e60 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering29(12), 2724– 2743 (2017).

The Graph Language: How Knowledge Graphs Speak to Large Language Models IEEE Transactions on Knowledge and Data Engineering29(12), 2724– 2743 (2017)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.330525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19269789-9e59-41ef-bec5-a7d0247b7f57 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.278573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e14dbece-ed14-43bb-9251-eba47e0c9154 · outbound

This paper cites Transactions of the As- sociation for Computational Linguistics9, 176–194 (2021).

The Graph Language: How Knowledge Graphs Speak to Large Language Models Transactions of the As- sociation for Computational Linguistics9, 176–194 (2021)

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.198744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 25fd9d90-8ac2-4f18-91c1-56c7401b3591 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.125142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e599fd6-f579-4ff9-9df2-f70b636a4ef8 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.053205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc56966f-0a59-4135-93a5-469758e6f771 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:12.013710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b21aed54-05ce-4e2b-b74a-77efa0aae032 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:11.950398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1fa24b6d-976d-4804-970f-55b5b752a7d9 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:11.878758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b49de190-47a4-4b90-a574-1d0c6e4c00b6 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:11.806521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 31d1f8be-eecd-4584-a283-1370f56a1d0b · outbound

This paper cites A Survey of Large Language Models.

The Graph Language: How Knowledge Graphs Speak to Large Language Models A Survey of Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:11.147283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bea96a95-06fb-4c33-8da5-a355c79ed858 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:11.746165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a509aa7-a160-46cf-a16d-b6010e8c0886 · outbound

This paper cites In: Proc.

The Graph Language: How Knowledge Graphs Speak to Large Language Models In: Proc

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:32:11.674977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.