Paper Citation Record · LEDGER

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models

As of 21 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:2505.10515.

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

pith.paper-citation-record.v1
2505.10515 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:11:20.650859Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T07:59:22.211272Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

30 of 30 outbound references displayed

verified exact2
verified fuzzy3
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation e8f93e36-d966-43e7-b953-c203e5afc074 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.494905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab138ae7-b249-4972-8e35-0656f8b6f8f3 · outbound

This paper cites write newline.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.501571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c68d9b7f-18d9-4e72-b119-40c6a79b7579 · outbound

This paper cites Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.507349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5eaeb6-87e0-4c20-bf11-02d72f2e096c · outbound

This paper cites Quantifying Attention Flow in Transformers.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Quantifying Attention Flow in Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.513250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8fb41f5-d3b0-44f2-9a5c-f760821b45f4 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.518711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67f88c1b-001e-4e94-930f-3660fb584bc0 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:21.299085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c7a05d15-3c97-4a01-b558-2ad3b84c3fab · outbound

This paper cites Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.528732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c07874-1213-42b4-9dcf-812f7a0c6fa0 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:21.158843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3273a042-76ba-40e2-805f-30ff4f85ff48 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.539726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f22cc282-6954-4f5d-9aec-b60aad9a607b · outbound

This paper cites R.; Dertkigil, S.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models R.; Dertkigil, S

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:11:21.131237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da92de7c-7b49-47df-91cf-a3da318cc0de · outbound

This paper cites B.; Vorontsov, E.; Ben-Cohen, A.; Kaissis, G.; Szeskin, A.; Jacobs, C.; Mamani, G.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models B.; Vorontsov, E.; Ben-Cohen, A.; Kaissis, G.; Szeskin, A.; Jacobs, C.; Mamani, G

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:11:21.109077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6fc9c6d-90b3-4137-9e4d-85c28c47b3b4 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:21.089038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac7c8285-e066-4f71-be0c-341035d14a80 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:21.071085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0ced0da-b881-41ca-a807-1799f332cd6f · outbound

This paper cites Retiring $\Delta$DP: New Distribution-Level Metrics for Demographic Parity.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Retiring $\Delta$DP: New Distribution-Level Metrics for Demographic Parity

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:11:20.787468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 880a6579-fefe-4d38-a245-4082396dbfbd · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:21.055091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1ce37e73-e410-43dc-9cde-6ae6553f2bac · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:21.039623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae4be671-c799-4ee6-ab9e-1635554170c4 · outbound

This paper cites E.; Pollard, T.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models E.; Pollard, T

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.578289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d00eaeb-b438-4a22-bf69-e8a45e5843f3 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:21.008707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e70870b3-40b1-432b-bf52-ee32a9f50c10 · outbound

This paper cites Captum: A unified and generic model interpretability library for PyTorch.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Captum: A unified and generic model interpretability library for PyTorch

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.588666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81cb785-fddf-4e95-8b42-7cfe7450aa3c · outbound

This paper cites M.; and Lee, S.-I.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models M.; and Lee, S.-I

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.595370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c680196c-0e19-45dc-bfa1-1265ec152175 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:20.977782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4ce5326-1db8-4c86-9eaa-33abfbc91216 · outbound

This paper cites Explainable AI in Credit Risk Management.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Explainable AI in Credit Risk Management

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.606660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81eb220-66f4-4b93-a399-8f8b1ac912e6 · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:20.959944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 94e7c6b0-d73a-44ae-9cb9-2eb878a9140a · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:20.943339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1d05634-ce19-4e16-b7ac-b5ae82986d87 · outbound

This paper cites Why should i trust you?.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Why should i trust you?

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:11:20.925566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 17d0c120-5bd4-4b17-b276-3865907cd8af · outbound

This paper cites R.; Cogswell, M.; Das, A.; Vedantam, R.; Parikh, D.; and Batra, D.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models R.; Cogswell, M.; Das, A.; Vedantam, R.; Parikh, D.; and Batra, D

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.631220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3a53a3-12d3-4f2e-b81c-2d0bfd01f202 · outbound

This paper cites SmoothGrad: removing noise by adding noise.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models SmoothGrad: removing noise by adding noise

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.636102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d8d6c3-5182-4eac-8efe-2acb35c6ed0f · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:11:20.888216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a193d8b5-5ff7-4e50-898f-be8fd4b8a79b · outbound

This paper cites an unresolved cited work.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:11:20.646048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bf75d4e-220a-4271-b157-737def449062 · outbound

This paper cites OmniXAI: A Library for Explainable AI.

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models OmniXAI: A Library for Explainable AI

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:11:20.698664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 75fe94ce-6f5e-4f21-be33-497d81a5bfd0 · inbound

XAI and Statistical Analysis for Reliable Intrusion Detection in the UAVIDS-2025 Dataset: From Tree to Hybrid and Tabular DNN Ensembles cites this paper.

XAI and Statistical Analysis for Reliable Intrusion Detection in the UAVIDS-2025 Dataset: From Tree to Hybrid and Tabular DNN Ensembles PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:49:47.571933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 40a59b02-1811-4cca-bac6-a1d0ff02466e · inbound

XAI and Statistical Analysis for Reliable Intrusion Detection in the UAVIDS-2025 Dataset: From Tree to Hybrid and Tabular DNN Ensembles cites this paper.

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T07:59:22.211272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.