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Paper Citation Record · LEDGER

LayLens: Improving Deepfake Understanding through Simplified Explanations

As of 8 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.10066.

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

pith.paper-citation-record.v1
2507.10066 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:44:34.290104Z

measured 17 of 17 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

17 of 17 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81732aaa-6c46-4e87-ab20-47207845215e · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.577179Z

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=2026-08-06T17:44:33.344876Z digest=sha256:351b7a25118ffc158f61a44f25ff23e2243ec5e6266b797ca0e86078acbb9488

Observation c261f4a4-a3c5-4893-b22f-8411de399701 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.562241Z

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=2026-08-06T17:44:33.388012Z digest=sha256:c0b7b14caead2fd63690e79a3f8631ffca2a1413729eedc986446d9a72f8c601

Observation f5c3a270-2e68-4dd7-9a51-aa034be351b4 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.547402Z

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=2026-08-06T17:44:33.463118Z digest=sha256:60d59b98ed769e258343b1c6f9f728716192c624d6d0555cee81061d8de21b85

Observation c3b3d42b-c4e3-4d0f-a3b6-9dd28313507f · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.532844Z

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=2026-08-06T17:44:33.524897Z digest=sha256:1faacbc41b0bb15c0dab5e2f1719d2bf3fd2cdd76cfb4aae9d5075b6e1ef8d6c

Observation 4b715ba1-156a-48de-9eff-60477ae72fd4 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.518526Z

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=2026-08-06T17:44:33.586815Z digest=sha256:a35f2c91e6f9af622cc9a46d178f088e695a81f738003e35c60b780ed9dbd100

Observation 5a17a642-280a-4f9f-af2d-8eddd0741b80 · outbound

This paper cites Tell me Habibi, is it Real or Fake?.

LayLens: Improving Deepfake Understanding through Simplified Explanations Tell me Habibi, is it Real or Fake?

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:44:34.347621Z

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=2026-08-06T17:44:33.627386Z digest=sha256:0ae05ad645424d5c4f944cb7488700e4fd7e8f0f2d42b9f05ad5d20c73d12ad2

Observation 827d37cd-b21a-41f3-bc32-3cf956186c13 · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

LayLens: Improving Deepfake Understanding through Simplified Explanations Step1X-Edit: A Practical Framework for General Image Editing

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:33.688176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:44:33.688176Z digest=sha256:6b1ba21cb6c6fb56dca2b11c0f6809cdbd0ef6d8188d6b34ae697a72234a8194

Observation 6904b6c0-5ebb-449a-a40f-0baeaac4ea79 · outbound

This paper cites Lundberg et al.

LayLens: Improving Deepfake Understanding through Simplified Explanations Lundberg et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.503229Z

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=2026-08-06T17:44:33.754287Z digest=sha256:adec38b50733ce15b216092eb1dc66c519f5f2500ef9f5e59fc109daa468de0c

Observation a69ddc42-a80c-4c23-b947-b0531543be05 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.487923Z

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=2026-08-06T17:44:33.796452Z digest=sha256:dd95a0cfd55cb5ba7705a8171ed994fab00918ae0215f285bafb605eb54df111

Observation 25795443-3e79-4486-8d95-4d95cdaf97d1 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.472371Z

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=2026-08-06T17:44:33.875364Z digest=sha256:3f37163742371d5d272aecd3db2c317aab70312180ca19ac6db432f65e95a221

Observation 9d803b02-1faa-4cee-8cff-1b48422731e1 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.458152Z

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=2026-08-06T17:44:33.956369Z digest=sha256:5b9f35011cb081beaa2679e026e65c18d5a5c230825d9a3ad41dc9cbabe944d7

Observation dbcef7b5-7247-4dc4-b361-b2b2a46faab3 · outbound

This paper cites Why Should I Trust You?.

LayLens: Improving Deepfake Understanding through Simplified Explanations Why Should I Trust You?

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.442164Z

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=2026-08-06T17:44:34.008322Z digest=sha256:51e16d8d2ffa378f7370100eb24f88e428158f2dc97fd613eb0bbe82f3126ee1

Observation 1a3dc4a2-7d6a-4553-8097-4b790953949f · outbound

This paper cites Selvaraju et al.

LayLens: Improving Deepfake Understanding through Simplified Explanations Selvaraju et al

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.426182Z

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=2026-08-06T17:44:34.050059Z digest=sha256:6206d3fdbb49f5b06c952a9a59a5a7908ad70d5c93f6bfd2605d25225195ff64

Observation efea42dc-cf2c-4d23-ba4e-58abe415b610 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.410107Z

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=2026-08-06T17:44:34.107288Z digest=sha256:73e97541739c456ed56dfa092779fbbbef40a5ff54d585ffdf04d977f5882a05

Observation eb3ba009-b6dd-4b79-b317-0e728c30c40c · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.394691Z

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=2026-08-06T17:44:34.145704Z digest=sha256:81f478ccdcf3be325b4a85c5dd19238ed60dc09767941f46a9a2e7854ed8c2bf

Observation a074cc01-4299-45a7-8782-9ade03b4b933 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.379800Z

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=2026-08-06T17:44:34.247076Z digest=sha256:b3669c2cb333d975fad20df74f49e5d001ab48251a3a04564047b43cbd113be2

Observation f074159a-223d-4325-9c4a-3910bc43d21a · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.364076Z

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=2026-08-06T17:44:34.290104Z digest=sha256:03c063b52256513cc0e1f7bfab0f661c2568c9be82a51b49ce3b357a671cfed3

Pith citing papers

No inbound Pith citation observations are available.