Pith Integrity automated scientific verification

What automated verification finds.

Every finding on this page was produced by a versioned detector, signed with the Pith Ed25519 key, and emitted to the paper's Open Graph Bundle. No human curates this feed. The resolver decides.

About the integrity layer · Protocol · Event schema

47942Papers checked

7733Findings

2460Critical

5273Advisory

2994Affected papers

8Detectors

Filters

All Critical Advisory

All doi_compliance doi_title_agreement ai_meta_artifact external_links citation_quote_validity shingle_duplication claim_evidence cited_work_retraction

Showing latest 72 findings; use filters for narrower slices.

Tracking a Decade of Research at the University of Nigeria, Nsukka: A Scientometric Analysis (2014-2023) arXiv:2605.23586

advisory doi_compliance recoverable identifier · ref #1

DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.61955/hfydjhAhmad) was visible in the surrounding text but could not be confirmed against doi.org as printed.

Evidence text

Agu, C. (2018). International collaborations and partnerships in Nigerian universities. Journal of Higher Education in Africa , 16(2), 125-140. Ahmad, M. (2022). Mapping Research Productivity of BRICS Countries with Special Reference to Coronary Artery Disease (CAD): A Scientometric Study [Annamalai University]. http://hdl.handle.net/10603/460776 Ahmad, M., & Batcha, M. S. (2019). Scholarly...

10.61955/hfydjhAhmad

Finding detail arXiv Pith page integrity.json Try DOI

The Deterministic Horizon: Impossibility Results as Design Specifications for Trustworthy AI Systems arXiv:2605.23024

advisory citation_quote_validity unsupported attribution · ref #34

Citing paper attributes a specific factual claim to reference [34], which resolves to arXiv:2110.14168. The claim's distinctive tokens have only 10% overlap with any chunk of the cited paper's stored text (threshold for unsupported is 15%). The attribution could not be verified against the cited work.

Evidence text

K. Cobbe, V . Kosaraju, M. Bavarian, M. Chen, H. Jun, L. Kaiser, M. Plappert, J. Tworek, J. Hilton, R. Nakano, C. Hesse, and J. Schulman. “Training Verifiers to Solve Math Word Problems”. In:arXiv preprint arXiv.2110.14168 (2021)

arXiv:2110.14168

Finding detail arXiv Pith page integrity.json

An ASP-based approach to Solving General Stochastic Two-Player Games arXiv:2605.23705

advisory external_links dead url

URL 'https://louisabraham.github' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

Flare: Leveraging Serverless Elasticity to Absorb Microservice Load Spikes arXiv:2605.23707

advisory external_links dead url

URL 'https://aws.amazon' returned status transport error (transport error: [Errno -5] No address associated with hostname) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://thenewstack' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://assetstore.unity' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://docs.docker' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

Learning Dynamic Stability Landscapes in Synchronization Networks arXiv:2605.23708

advisory external_links dead url

URL 'http://arxiv.org/abs/2402' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://github' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://huggingface' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

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A graph-based analysis of semantic types and coercion in contextualized word embeddings arXiv:2605.23710

advisory external_links dead url

URL 'https://huggingface' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

Application of LHC Gas Recuperation Systems for Methane Emission Control in Livestock Housing arXiv:2605.23714

advisory external_links dead url

URL 'https://europe.iza-structure.org/IZA-SC/material_tm' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://docs.vaisala.com/v/u/B211207EN-K/en-US' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://unitesi.unipv.it/handle/20.500.14239/28881' returned status transport error (transport error: _ssl.c:993: The handshake operation timed out) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://america.iza-structure.org/IZA-SC/material_tm' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Democratising Optical Orbital Angular Momentum: a Set of Cost-Effective Tools arXiv:2605.23724

advisory external_links dead url

URL 'https://www.digitalslides.co.uk/product-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Any2Any: Efficient Cross-Embodiment Transfer for Humanoid Whole-Body Tracking arXiv:2605.23733

advisory external_links dead url

URL 'https://arxiv.org/abs/1804' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://arxiv.org/abs/' returned status 404 (Not Found) at last check.

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advisory external_links dead url

URL 'https://arxiv.org/abs/1902' returned status 404 (Not Found) at last check.

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advisory external_links dead url

URL 'https://www' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

Optimizing Parallel Execution of Commuting Pauli Product Rotations arXiv:2605.23738

advisory external_links dead url

URL 'http://arxiv.org/abs/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

A Wavelet-Integrated Search Pipeline for Narrowband Technosignatures in FAST Observations of 33 Exoplanet Systems arXiv:2605.23739

advisory external_links dead url

URL 'https://www.ntia.gov/report/2023/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://www.icao' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://quicksearch.dla.mil/qsDocDetails' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://www.gps.gov/interface-' returned status 404 (Not Found) at last check.

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advisory external_links dead url

URL 'https://docdb.cept.org/document/279' returned status transport error (transport error: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1010)) at last check.

Finding detail arXiv Pith page integrity.json

Conceptualizing and Defining the Circular Space Economy arXiv:2605.23740

advisory external_links dead url

URL 'https://www' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://www.nationalacademies.org/news/2024/04/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://www.mckinsey.com/featured-insights/' returned status transport error (unexpected: TimeoutError: The read operation timed out) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://www.nasa' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

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advisory external_links dead url

URL 'https://www.ellenmacarthurfoundation' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://indico.esa.int/event/450/' returned status 400 (BAD REQUEST) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'http://link.springer' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://eur-lex.europa.eu/legal-content/EN/' returned status 404 (Not Found) at last check.

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advisory external_links dead url

URL 'https://ualresearchonline.arts' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

The Communication Complexity of Instant-Runoff Voting arXiv:2605.23743

advisory external_links dead url

URL 'https://youtu' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

Revitalizing Dense Material Segmentation: Stabilized Vision Transformers and the Generalization Paradox arXiv:2605.23747

advisory external_links dead url

URL 'https://arxiv.org/abs/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://arxiv.org/abs/1612' returned status 404 (Not Found) at last check.

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SeedER: Seed-and-Expand Retrieval from Knowledge Graphs arXiv:2605.23753

advisory external_links dead url

URL 'https://arxiv' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs arXiv:2605.23764

advisory external_links dead url

URL 'https://arxiv.org/abs/2604' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://www.mindspore' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://proceedings.mlsys.org/paper_files/paper/2025/file/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://www' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://proceedings.neurips.cc/paper_files/paper/2025/file/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://proceedings.mlsys.org/paper_files/paper/2024/file/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://huggingface' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

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Unravelling Nature's Models for Transportation Network: Considering a Biomimicry Framework arXiv:2605.23766

advisory external_links dead url

URL 'https://www.cerema.fr/system/files/documents/2020/10/boussoleresilience-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Swarical: An Integrated Hierarchical Approach to Localizing Flying Light Specks arXiv:2605.23774

advisory external_links dead url

URL 'https://doi' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

Machine learning applied to emerald gemstone grading: framework proposal and creation of a public dataset arXiv:2605.23777

advisory external_links dead url

URL 'https://surface' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://biomedical-engineering-online.biome' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

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advisory external_links dead url

URL 'https://www' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

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The physics of AI weather models arXiv:2605.23778

advisory external_links dead url

URL 'http://arxiv.org/abs/2412' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://transformer-' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://onlinelibrary' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://papers.nips.cc/paper' returned status 404 (Not Found) at last check.

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advisory external_links dead url

URL 'https://transformer-circuits' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

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Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment arXiv:2605.23780

advisory external_links dead url

URL 'https://arxiv.org/abs/2505' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://arxiv.org/abs/2601' returned status 404 (Not Found) at last check.

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advisory external_links dead url

URL 'https://arxiv.org/abs/' returned status 404 (Not Found) at last check.

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advisory external_links dead url

URL 'https://arxiv.org/abs/2310' returned status 404 (Not Found) at last check.

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Routing Equilibrium in Mixed-Autonomy Traffic Networks with Altruistic Autonomous Agents arXiv:2605.23782

advisory external_links dead url

URL 'https://www.transportation' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

Benchmarking LLMs for Community Governance Simulation with Life-history Narratives arXiv:2605.23783

advisory external_links dead url

URL 'https://www.autodl' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.

Finding detail arXiv Pith page integrity.json

FPGA Acceleration of Matrix-Element Calculations for Monte Carlo Event Generation arXiv:2605.23785

advisory external_links dead url

URL 'https://gitlab.cern.ch/hgutierr/color_gg_ttggg_hls/-/releases/paper-v1.0' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://gitlab.cern.ch/hgutierr/epem_mupmum_fixed_hls/-/releases/paper-v1.0' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://doi' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://gitlab.cern.ch/hgutierr/color_gg_ttgg_hls/-/releases/paper-v1.0' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://docs.amd.com/r/en-US/ug1289-' returned status 404 (no detail) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://docs.amd.com/r/en-' returned status 404 (no detail) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'https://gitlab.cern.ch/hgutierr/color_gg_ttg_hls/-/releases/paper-v1.0' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Gaia FGK benchmark stars: abundances of \textit{n}-capture elements of the third version arXiv:2605.23786

advisory external_links dead url

URL 'http://kurucz.harvard.edu/atoms/3900/gf3900' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

advisory external_links dead url

URL 'http://kurucz.harvard.edu/atoms/3901/gf3901' returned status 404 (Not Found) at last check.

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Engagement-Optimized Care: When LLMs become Mental Health Infrastructure arXiv:2605.23787

advisory external_links dead url

URL 'https://arxiv' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.

Finding detail arXiv Pith page integrity.json

How this works

Pith runs 8 detectors on the corpus: DOI/arXiv compliance, identifier-title agreement, AI meta-comment regex, external link availability, citation-to-quotation validity, and 40-token shingle duplication. Each finding is keyed by a stable evidence hash, signed, and emitted to the paper's Pith Number Open Graph Bundle as a pith.integrity.v1 event.

Public findings use one of three verdict classes: incontrovertible, cross_source, or threshold_with_margin. Read the integrity protocol for exact detector contracts and evidence schemas.