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Paper Citation Record · LEDGER

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2502.10258.

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

pith.paper-citation-record.v1
2502.10258 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T18:49:30.620510Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy27
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8825699d-7151-44d0-9996-d94ab5fa365a · outbound

This paper cites Denoising diffusion probabilistic models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Denoising diffusion probabilistic models,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.918801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.519920Z digest=sha256:550a6af836a571a4d706fe1a5b311fa4417eb45b880894b55fff83d6ef9f650e

Observation 43131f3e-2ef9-4e35-91c3-14d1454c2a93 · outbound

This paper cites Diffusion models beat gans on image synthesis,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Diffusion models beat gans on image synthesis,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.910744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.523598Z digest=sha256:c07811cb7872bfdd09067ea756ad8243094af360d2efde3137bbbf6af20a36b3

Observation 8332b761-f8fa-4ea1-9ed1-55104346fed4 · outbound

This paper cites High- resolution image synthesis with latent diffusion models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control High- resolution image synthesis with latent diffusion models,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.904166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.527501Z digest=sha256:e35cbde6af7724f84b099d7945bbd0bde2318b7c6030eaf94aa29cfd7a8df776

Observation 269aaaa8-312b-4db9-a776-766b84550d74 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Photorealistic text-to-image diffusion models with deep language understanding,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.897481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.530509Z digest=sha256:bd13ceec7f6cfa7a2ef19e5048d3e2b697665d04688f0423ae943301e826a0e9

Observation fd29d590-b9ba-4627-ae09-1ec8b46132f7 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T18:49:30.534504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T18:49:30.534504Z digest=sha256:82b13f60a3f49951b9935d8ff6ff3138aca17ef28afd535f7b13d9a228fe732c

Observation fb784fa4-9c89-411c-9d25-b039669d9a56 · outbound

This paper cites W¨urstchen: An efficient architecture for large-scale text-to-image dif- fusion models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control W¨urstchen: An efficient architecture for large-scale text-to-image dif- fusion models,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.888703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.539035Z digest=sha256:b303e0d6d623e98d58817a70ce54d5c53901c60627f4593d192dd56ba91e9714

Observation 6479a998-1e9b-4c21-9899-f8c2741014b3 · outbound

This paper cites Instructpix2pix: Learning to follow image editing instructions,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Instructpix2pix: Learning to follow image editing instructions,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.881134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.542179Z digest=sha256:5ae34cee5ef3193926ec016ebbc25d8fd8b4dd199922fe722a9175c0f6bcbe38

Observation d98e9fff-ebf3-4600-8fe7-3a7ca9b6c4e0 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Magicbrush: A manually annotated dataset for instruction-guided image editing,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.873972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.544827Z digest=sha256:00b8f2e378acb5d591b76105ab5efbeb81569d11052cbbf598928ad0bee5db6c

Observation 48f55140-9df2-41aa-ac29-7b1134670820 · outbound

This paper cites MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T18:49:30.548085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T18:49:30.548085Z digest=sha256:6ba4d7958416cccdf076513e57f635b0a3407f654fdc2b3fdc2be51d516611b3

Observation 7f8dd9cf-d5a2-496a-9aba-73038b5663e3 · outbound

This paper cites Zero- shot image-to-image translation,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Zero- shot image-to-image translation,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.866558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.550611Z digest=sha256:ad515848024538c617b829a1ddeb55f7e7ccbcf7eff8911d6a5cfe7c568cea0e

Observation 37d27302-0006-4353-8f1b-2342595d007f · outbound

This paper cites Guiding instruction-based image editing via multimodal large language models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Guiding instruction-based image editing via multimodal large language models,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.858462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.553326Z digest=sha256:fe4c1e54170d54816bcef4f3b4a09b8cdd77eb37d49da71c921a67ae1958ec25

Observation 20eaa264-744f-4d2b-a2ba-c5e76f72f23a · outbound

This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large language models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Smartedit: Exploring complex instruction-based image editing with multimodal large language models,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.850107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.555670Z digest=sha256:d93680eb205355a36faa7db6688a0ca755d32bba7f882a86837522f94d7c1de7

Observation fc7af57e-2ba9-4c18-8d0a-a4930928b709 · outbound

This paper cites InstructDiffusion: A Generalist Modeling Interface for Vision Tasks.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control InstructDiffusion: A Generalist Modeling Interface for Vision Tasks

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T18:49:30.558412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T18:49:30.558412Z digest=sha256:d670106739a7646ab980eb1a1d5dda12a9764708e0014c226dc15b03a6d4652e

Observation 33fc60e5-81ce-4b2b-8e95-5cf03f09345f · outbound

This paper cites Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.842019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.561003Z digest=sha256:f268587c6ec9ae45a10aadab78d4e2bb5595bbea4078f19b6a1437c43f2a1b45

Observation bb5eb883-e20a-4092-860a-ec6c4efca4e0 · outbound

This paper cites Plug-and-play diffu- sion features for text-driven image-to-image translation,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Plug-and-play diffu- sion features for text-driven image-to-image translation,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.834600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.564252Z digest=sha256:027ce5afd660ccbf499041e74a42a393c5972ab84f9cd14bdc69d97cc809f436

Observation 27bf982c-0bbe-48a5-a4a5-fd649d13b03b · outbound

This paper cites GLIDE: towards photorealistic image generation and editing with text-guided diffusion models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control GLIDE: towards photorealistic image generation and editing with text-guided diffusion models,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.827505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.567589Z digest=sha256:f52ed017ce83c6f053cbca47114ee0eee9b43eacf083ac7adcdcbbb3ca298335

Observation bbe54641-812c-4afe-b680-1107dcecfd68 · outbound

This paper cites Blended diffusion for text- driven editing of natural images,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Blended diffusion for text- driven editing of natural images,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.819936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.569953Z digest=sha256:9d82cc0e90b48996ef8b35ece622ccc8655e516f21e516effc6b2ffe67acb655

Observation 43bcf532-e26c-4e80-9a1c-7e1caa4bc089 · outbound

This paper cites Smartbrush: Text and shape guided object inpainting with diffusion model,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Smartbrush: Text and shape guided object inpainting with diffusion model,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.810870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.572431Z digest=sha256:c23a97f36d49622ebe0cb9a0127800ff5520e66e2e6b2d0b1d31d034ab4b21d5

Observation 8f260f79-b564-4f45-b3f3-d5f6c6105213 · outbound

This paper cites Blended latent diffusion,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Blended latent diffusion,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.802538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.575288Z digest=sha256:d53a3f782ce30038b8a503daa44fe911103988858fd492a5928e5b4107c03741

Observation 48faf582-8385-473f-8c7c-205f1dbdd00c · outbound

This paper cites Auto-encoding variational bayes,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Auto-encoding variational bayes,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.791180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.577696Z digest=sha256:c2f1d73e88f3090d0a7e251c54b327448fee0cd5413a13b3bd463dc611ec41aa

Observation 4b116b00-9f9d-475b-ad08-d254bb4eaab8 · outbound

This paper cites Designing a Better Asymmetric VQGAN for StableDiffusion.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Designing a Better Asymmetric VQGAN for StableDiffusion

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T18:49:30.580122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T18:49:30.580122Z digest=sha256:dfee8fdc9d178329082d1bec25a9b20fb43d04bb831d1d3fb4798ed9824450d1

Observation 38f0205c-b9c1-4043-8846-94c4b208643f · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T18:49:30.582773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T18:49:30.582773Z digest=sha256:588f3554d731b117e21a43ae032dec99d8cd6ca89a71e2643b7109abe2b4703d

Observation ab1ccce5-7d11-449a-a684-6d239a064f34 · outbound

This paper cites Prompt-to-prompt image editing with cross-attention con- trol,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Prompt-to-prompt image editing with cross-attention con- trol,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.784326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.585691Z digest=sha256:371995af69747753694eb81cfa9195a97ffb530521b99bfe351165765b7e1a34

Observation 0dde9435-7785-4c32-baac-3c16a8fbbd4b · outbound

This paper cites Denoising diffusion implicit models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Denoising diffusion implicit models,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.776801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.589093Z digest=sha256:26ff5c1375e9144891d4ed5d502fb5815f95d8a711c7e13d1da56510fcf72f6e

Observation e7ef813c-686e-4bff-8f9f-e6d692fa914a · outbound

This paper cites Learning transferable visual models from natural language supervi- sion,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Learning transferable visual models from natural language supervi- sion,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.767682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.592079Z digest=sha256:15d78f9b6c5d15054868c45666a2bcc645565e26d29d0b4bac73b83e6617ae5c

Observation 7f592f08-e036-4c8c-8ea0-6c6b1f05c71c · outbound

This paper cites eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T18:49:30.595132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T18:49:30.595132Z digest=sha256:5f4c0f0e6106db912ddb802219e49eab7b944fd49a7e9c7db312a98d6c40479e

Observation bdf8c959-311b-4591-b3d4-d5e20233f46c · outbound

This paper cites Training-free layout control with cross-attention guidance,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Training-free layout control with cross-attention guidance,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.758217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.598953Z digest=sha256:a9b7425981853f5f41f2542010744fcf417720326a5ddfebd980b1d732b1b3f7

Observation d22928e1-ba37-42ad-a404-df772bbb2f5b · outbound

This paper cites Diffedit: Diffusion- based semantic image editing with mask guidance,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Diffedit: Diffusion- based semantic image editing with mask guidance,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.739648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.606362Z digest=sha256:4be1f40aae74417a8e3aa6dea282d6758bb1e652cdc6cfded797a775fc967dc6

Observation 20dff37b-cf72-4480-b831-a0b7d652e372 · outbound

This paper cites Imagic: Text-based real image editing with diffusion models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Imagic: Text-based real image editing with diffusion models,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.728357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.609437Z digest=sha256:8d3216fd3c9731782ad2d91da30b8e6701811d72340b6d4c1b043a2711607a35

Observation a614d887-a95d-45df-9713-b72451390daa · outbound

This paper cites Null- text inversion for editing real images using guided diffusion models,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Null- text inversion for editing real images using guided diffusion models,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.717040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.611976Z digest=sha256:3d50183caa55cefa657df877add4beea6ece59457c0ddfdc470b8d3a0553af41

Observation 6a304565-cb66-466d-b428-22ded6766aa1 · outbound

This paper cites an unresolved cited work.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T18:49:30.706823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.615245Z digest=sha256:6ad687636c4eda4de14132ef7d26833918c4dfe64e310fa5441a82a7b8ad94d9

Observation b88ab518-675f-4dff-8ffa-914df8cbba71 · outbound

This paper cites Unsplash,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Unsplash,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.695628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.618240Z digest=sha256:3cefa1d3b3fddb7a7c484ebe1dc2a6786b2e67bda9f755b21313fc0abe0e4471

Observation 451350fe-ebc5-4853-bd5f-4e6f72ddef87 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation,.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control Pick-a-pic: An open dataset of user preferences for text-to-image generation,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.684050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.620510Z digest=sha256:20128502b01fb0013d22586236ff012595a46ff9948588baf348e9d522d79e11

Observation 0d70ed2c-f87a-46d9-9087-079bfe0759c7 · outbound

This paper cites 5331–5341.

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control 5331–5341

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T18:49:30.748118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T18:49:30.602626Z digest=sha256:b1d2fc695af86dae4be6449ce1457dd66ce9997f9d39f01080313d882f6d807d

Pith citing papers

No inbound Pith citation observations are available.