Paper Citation Record · LEDGER

Efficient Graph Understanding with LLMs via Structured Context Injection

As of 10 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2509.00740.

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

pith.paper-citation-record.v1
2509.00740 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:19:49.719782Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy5
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a4e91c1-2557-4590-9965-db1190567739 · outbound

This paper cites GPT-4 Technical Report.

Efficient Graph Understanding with LLMs via Structured Context Injection GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T13:19:45.831175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d518162d-edc8-46eb-9865-f5540be36d33 · outbound

This paper cites Hamilton.

Efficient Graph Understanding with LLMs via Structured Context Injection Hamilton

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:19:55.537820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 61f1bb33-1d19-4418-a487-0331eda0cec0 · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:55.305797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3c4b6aab-3ece-4e73-a0c2-7b1c64d9290b · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:55.084887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9dacc011-d2ee-495f-833b-3813757c46af · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:54.740613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 45bbbc8b-d3f1-48bf-842e-29a7b376b027 · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:54.455744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 291a7fb7-a330-4672-bda3-4a1a0f61de56 · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:54.158124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 22d7573c-510f-4835-8a66-c14fb1f02b16 · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:53.827088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 75b1720d-b3dc-464e-b0bd-78e97a7b518f · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:53.540401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 303a84af-9083-456d-95d9-e4be2354b716 · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:53.200028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a0435c9-17c4-42c2-8a6c-ab4d4c7b6f4a · outbound

This paper cites Pierrehumbert.

Efficient Graph Understanding with LLMs via Structured Context Injection Pierrehumbert

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:19:52.926221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb783ae2-60d1-4d08-846f-1355fbf3f4a5 · outbound

This paper cites Let Your Graph Do the Talking: Encoding Structured Data for LLMs.

Efficient Graph Understanding with LLMs via Structured Context Injection Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T13:19:47.547168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a891c57b-cd2b-482d-a64b-d00dfc806c5a · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Efficient Graph Understanding with LLMs via Structured Context Injection Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T13:19:47.724131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99b61be1-9eda-498e-bf7b-14b0b2e373c4 · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:52.591143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 79ffad88-deff-4578-8b51-b64a3ef08328 · outbound

This paper cites What if.

Efficient Graph Understanding with LLMs via Structured Context Injection What if

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:19:52.254162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 557959be-d2d2-4aac-8de2-b1684f6c558e · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Efficient Graph Understanding with LLMs via Structured Context Injection LLaMA: Open and Efficient Foundation Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T13:19:48.160919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dd21242-76df-47c5-bf45-8d3326c7eb60 · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T13:19:48.266963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a97e234b-cae8-413a-8085-13a1274377c8 · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:51.906817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1458e2fb-9969-41ab-ad16-9a150cd407dd · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:51.654138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fc8f2270-f60e-4598-9013-7140e1e12e3c · outbound

This paper cites Griffiths, Yuan Cao, and Karthik R Narasimhan.

Efficient Graph Understanding with LLMs via Structured Context Injection Griffiths, Yuan Cao, and Karthik R Narasimhan

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:19:51.418491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation adb6e178-e241-42de-80d4-dfd95e3edbdc · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:51.070964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1eb9361d-ff67-4427-a7a3-b22c65c44d4c · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:50.702055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7fcb0e70-2077-42d6-8565-667d780c355c · outbound

This paper cites an unresolved cited work.

Efficient Graph Understanding with LLMs via Structured Context Injection Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:19:50.355653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d9080972-003c-4cd5-a42a-33991ca544a4 · outbound

This paper cites Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B.

Efficient Graph Understanding with LLMs via Structured Context Injection Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T13:19:49.719782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acd06b9f-7e42-49b7-99ff-e390ca906f1b · outbound

This paper cites In EMNLP.

Efficient Graph Understanding with LLMs via Structured Context Injection In EMNLP

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:19:50.057922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.