Paper Citation Record · LEDGER

LLMs Between the Nodes: Community Discovery Beyond Vectors

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.22955.

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

pith.paper-citation-record.v1
2507.22955 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:59:51.550493Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

33 of 33 outbound references displayed

verified exact2
verified fuzzy16
unresolved13
parse uncertain1
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a872295-95f6-482f-b39b-183bf1a52b01 · outbound

This paper cites an unresolved cited work.

LLMs Between the Nodes: Community Discovery Beyond Vectors Unresolved cited work

Reference 1

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T11:59:51.986080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f6f2f4a2-97c9-4eef-ba94-0364e8bd1c66 · outbound

This paper cites t-pine: Tensor-based predictable and interpretable node embeddings.

LLMs Between the Nodes: Community Discovery Beyond Vectors t-pine: Tensor-based predictable and interpretable node embeddings

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.977520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fda4fd2c-9950-4461-a127-b702d3d72fd5 · outbound

This paper cites t-pne: tensor-based predictable node embeddings.

LLMs Between the Nodes: Community Discovery Beyond Vectors t-pne: tensor-based predictable node embeddings

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.969684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a4f529eb-d910-4e3d-9316-4021d90eb889 · outbound

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

LLMs Between the Nodes: Community Discovery Beyond Vectors Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.466686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a82798-b315-47cd-9083-8c2854da7c7f · outbound

This paper cites Fast unfold- ing of communities in large networks.

LLMs Between the Nodes: Community Discovery Beyond Vectors Fast unfold- ing of communities in large networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.961224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 53093a9a-3403-4448-9f9d-141c59695a20 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

LLMs Between the Nodes: Community Discovery Beyond Vectors On the Opportunities and Risks of Foundation Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.473042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e686fad8-3c09-4022-b527-5319dfb3de2d · outbound

This paper cites A Complete Survey on LLM-based AI Chatbots.

LLMs Between the Nodes: Community Discovery Beyond Vectors A Complete Survey on LLM-based AI Chatbots

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.476239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dadce90c-8ac2-4894-a709-47cd23f7f030 · outbound

This paper cites MNTD: An Efficient Dynamic Community Detector Based on Nonnegative Tensor Decomposition.

LLMs Between the Nodes: Community Discovery Beyond Vectors MNTD: An Efficient Dynamic Community Detector Based on Nonnegative Tensor Decomposition

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:59:51.805255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 14dbac51-19f7-413a-bd21-4a2dff8f167c · outbound

This paper cites Talk like a Graph: Encoding Graphs for Large Language Models.

LLMs Between the Nodes: Community Discovery Beyond Vectors Talk like a Graph: Encoding Graphs for Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.481949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fad313d-2b77-4070-8821-e8974df65017 · outbound

This paper cites Community structure in social and biological networks.

LLMs Between the Nodes: Community Discovery Beyond Vectors Community structure in social and biological networks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.952886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 58d168bd-b7eb-4a0c-9a90-c63c17b7104b · outbound

This paper cites Larc: Learning activity-regularized overlapping communities across time.

LLMs Between the Nodes: Community Discovery Beyond Vectors Larc: Learning activity-regularized overlapping communities across time

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.944341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a770e7ec-d761-426e-812e-3e885e30fd10 · outbound

This paper cites Linqs lab, 2024.

LLMs Between the Nodes: Community Discovery Beyond Vectors Linqs lab, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.935262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6dff39fc-3366-42cf-9f15-c1a6c61e6436 · outbound

This paper cites A Survey on LLM-as-a-Judge.

LLMs Between the Nodes: Community Discovery Beyond Vectors A Survey on LLM-as-a-Judge

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.493876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a60a0814-f1a5-470b-907d-c0979c3f9638 · outbound

This paper cites Smacd: Semi-supervised multi-aspect community detection.

LLMs Between the Nodes: Community Discovery Beyond Vectors Smacd: Semi-supervised multi-aspect community detection

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.927047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 61adbaa8-2af2-48a5-8b82-83f99894f438 · outbound

This paper cites Hacd: Hierarchical agglomerative community detection in social networks.

LLMs Between the Nodes: Community Discovery Beyond Vectors Hacd: Hierarchical agglomerative community detection in social networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.918350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1b50a514-0e7c-41d8-8c21-12f19029bf8d · outbound

This paper cites Beyond rank-1: Discovering rich commu- nity structure in multi-aspect graphs.

LLMs Between the Nodes: Community Discovery Beyond Vectors Beyond rank-1: Discovering rich commu- nity structure in multi-aspect graphs

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.909663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5f5995b2-3644-43c7-a4f3-6caffb4d0839 · outbound

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

LLMs Between the Nodes: Community Discovery Beyond Vectors GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.505005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f623fbb9-cd85-4dc3-85a7-c9e03d9b1f2a · outbound

This paper cites Stochastic blockmodels: First steps.

LLMs Between the Nodes: Community Discovery Beyond Vectors Stochastic blockmodels: First steps

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.900600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c057a5db-1937-4164-b82b-11126296ac9d · outbound

This paper cites Variational Graph Auto-Encoders.

LLMs Between the Nodes: Community Discovery Beyond Vectors Variational Graph Auto-Encoders

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.510523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1269d259-8a24-430e-8a36-048e69bbfd98 · outbound

This paper cites Modularity and community structure in networks.

LLMs Between the Nodes: Community Discovery Beyond Vectors Modularity and community structure in networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.891331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 56918c8f-7b1a-4179-8bd5-bde6bc1711f6 · outbound

This paper cites Comgpt: Detecting local community structure with large language models.

LLMs Between the Nodes: Community Discovery Beyond Vectors Comgpt: Detecting local community structure with large language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.516295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1274837-286f-4f48-9f96-89d7927dfb03 · outbound

This paper cites Gpt-3.5 turbo technical overview, 2023.

LLMs Between the Nodes: Community Discovery Beyond Vectors Gpt-3.5 turbo technical overview, 2023

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.882168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5f236db5-7c12-4e92-bb6c-90be5ab99212 · outbound

This paper cites GPT-4o System Card.

LLMs Between the Nodes: Community Discovery Beyond Vectors GPT-4o System Card

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.521227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc328a29-dc79-4e00-88f1-30a9a9bc0a71 · outbound

This paper cites Hierarchical block structures and high-resolution model selection in large networks.

LLMs Between the Nodes: Community Discovery Beyond Vectors Hierarchical block structures and high-resolution model selection in large networks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.873541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35ecdeef-660b-46ed-8be8-c3233b42d801 · outbound

This paper cites Deepwalk: Online learning of social representations.

LLMs Between the Nodes: Community Discovery Beyond Vectors Deepwalk: Online learning of social representations

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.864307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b6eeaa91-fc34-4c78-9577-9fd326878d81 · outbound

This paper cites Near linear time algorithm to detect community structures in large-scale networks.

LLMs Between the Nodes: Community Discovery Beyond Vectors Near linear time algorithm to detect community structures in large-scale networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.855405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 008de358-bd9c-4935-a58e-387ce083af38 · outbound

This paper cites Identification of overlapping communities via constrained egonet tensor decomposition.

LLMs Between the Nodes: Community Discovery Beyond Vectors Identification of overlapping communities via constrained egonet tensor decomposition

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:51.846740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c55327e8-067b-4ead-811c-833865056779 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

LLMs Between the Nodes: Community Discovery Beyond Vectors Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.537725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c64944b-7b94-4ec9-9738-16444bb84260 · outbound

This paper cites Can language models solve graph problems in natural language?Advances in Neural Information Processing Systems, 36:30840–30861, 2023.

LLMs Between the Nodes: Community Discovery Beyond Vectors Can language models solve graph problems in natural language?Advances in Neural Information Processing Systems, 36:30840–30861, 2023

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.540384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8532baa-19b0-4c50-8bef-d5acad771615 · outbound

This paper cites GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction.

LLMs Between the Nodes: Community Discovery Beyond Vectors GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:59:51.601649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ac20367f-03b0-46ef-94dd-35ab59862dad · outbound

This paper cites Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3.

LLMs Between the Nodes: Community Discovery Beyond Vectors Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.545307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d573aec9-a6d4-4dc8-a1a2-0eaae7b12645 · outbound

This paper cites PlanGenLLMs: A Modern Survey of LLM Planning Capabilities.

LLMs Between the Nodes: Community Discovery Beyond Vectors PlanGenLLMs: A Modern Survey of LLM Planning Capabilities

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:51.547919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 261d0580-df2c-40f9-a971-61de83560649 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

LLMs Between the Nodes: Community Discovery Beyond Vectors Chain-of-thought prompting elicits reasoning in large language models

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:59:51.693999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.