Paper Citation Record · LEDGER

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models

As of 15 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.06769.

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

pith.paper-citation-record.v1
2608.06769 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:35:01.325142Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

14 of 14 outbound references displayed

verified exact1
verified fuzzy7
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fc252f47-3bc4-40ad-801c-26199d127dc7 · outbound

This paper cites patch-swap.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models patch-swap

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:09.244753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1e788bbd-cd87-4853-b672-444010b84725 · outbound

This paper cites For node mapping, the only perfect match is A0 (C, Pink) with B2 (C, Pink), so mapping A0 -> B2 has cost 0.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models For node mapping, the only perfect match is A0 (C, Pink) with B2 (C, Pink), so mapping A0 -> B2 has cost 0

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:09.168114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1a959440-9b9e-46b5-aaca-488a5c8efd7c · outbound

This paper cites edit_distance:␣{min_cost};␣mapping:␣{best_mapping}.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models edit_distance:␣{min_cost};␣mapping:␣{best_mapping}

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:09.117221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 389360c1-ec78-4630-861d-92cafb6393cd · outbound

This paper cites The optimal mapping aligns the single matching Carbon atom (A0 -> B2) and maps the rest to minimize structural disruption.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models The optimal mapping aligns the single matching Carbon atom (A0 -> B2) and maps the rest to minimize structural disruption

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:09.073193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0e66573b-b9e9-4bf2-bfbc-29d1da55a0cd · outbound

This paper cites Kimi-VL Technical Report.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models Kimi-VL Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:35:01.287395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2211b6a5-798f-4d2a-8cbc-d393616db597 · outbound

This paper cites MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-15T14:35:01.295127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d00eca-cb50-403b-a343-4a352692e590 · outbound

This paper cites (2) Claimed Molecule A connectivity: chain 1–0–3–2–5–4 (edges (1,0), (0,3), (3,2), (2,5), (5,4)).

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models (2) Claimed Molecule A connectivity: chain 1–0–3–2–5–4 (edges (1,0), (0,3), (3,2), (2,5), (5,4))

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:09.044750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d8d47b1-d022-454b-8cf8-6e7d83561413 · outbound

This paper cites Therefore, steps (1), (4), and (5) are unsupported.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models Therefore, steps (1), (4), and (5) are unsupported

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:08.975672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 97d3a36c-cd95-4c2c-ae8b-754cb0510b32 · outbound

This paper cites Judge Feedback Question Prompt:You are comparing two molecular graphs to brief medicinal chemists on structural alignment.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models Judge Feedback Question Prompt:You are comparing two molecular graphs to brief medicinal chemists on structural alignment

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:08.942432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2d1e61b8-85a1-4298-b6dd-90ed6a267570 · outbound

This paper cites Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models

Reference 2018

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:11:08.802413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ab9830f5-d456-433e-ad6b-b182350ba170 · outbound

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

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models Talk like a Graph: Encoding Graphs for Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T14:35:01.275402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f89f812a-3e8e-4583-a897-44ec48241e39 · outbound

This paper cites VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T14:35:01.291276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f16ffa2-6619-4f7b-9412-616f99e68ef5 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models Gemini: A Family of Highly Capable Multimodal Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T14:35:01.283501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7378883-3341-4eee-a7e2-df195beaf83f · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models Pitfalls of Graph Neural Network Evaluation

Reference 4293

Resolution: unresolved; no resolver link, observed 2026-08-15T14:35:01.279526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.