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Paper Citation Record · LEDGER

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution

As of 18 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2608.05373.

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

pith.paper-citation-record.v1
2608.05373 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:24:47.466631Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

28 of 28 outbound references displayed

  • verified exact5
  • verified fuzzy3
  • unresolved17
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99e55956-d434-43ce-b2af-a2fac55c2edf · outbound

This paper cites Aggarwal and Guojun Wu.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Aggarwal and Guojun Wu

Reference 1

Resolution
verified exact
doi, observed 2026-08-08T14:24:47.554807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.381638Z digest=sha256:4c029592ca3be2c84c3e6f41c3ad3f6b2e41dda57a8c342d71debf7ef0809f5b

Observation 051a5ec0-1b9c-4cfc-892a-913630cae387 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-08T14:24:47.545547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.385747Z digest=sha256:9390d783918b3fbca12f345dc39ad0e650972201655e99a6856f62508f8ae440

Observation 6996f831-b321-49a4-a677-44fac4b025fa · outbound

This paper cites Applications of Signature Methods to Market Anomaly Detection.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Applications of Signature Methods to Market Anomaly Detection

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T14:24:47.389258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.389258Z digest=sha256:347169c4a5fc986b77bb18fd77b3d5646e030d30524a5f37bee9d6c8ee1e422f

Observation d9f3d1ba-8aa7-4faf-b552-9e6822bd3876 · outbound

This paper cites Schrager, Srijan Sood, Jared Vann, and Manuela Veloso.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Schrager, Srijan Sood, Jared Vann, and Manuela Veloso

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:24:48.071227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.393407Z digest=sha256:a234e8879aecbe355474099c226d234b501488ffc27310683db6305ac6a2dd8a

Observation 5eacbba4-fa4c-4577-b25b-45a413173c14 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:48.062294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.396989Z digest=sha256:1d3819f90fea3bd9c3d2b6305e003c93bd4349a87775be7d551ccb07a9e7ee57

Observation a1262e9c-d152-4c7b-98af-9f171daa83a4 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 6

Resolution
malformed identifier
no resolver link, observed 2026-08-08T14:24:47.399921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.399921Z digest=sha256:614e8bd39442df25d818c2186d151217d352ef3a4489a73bf99a2bba48fbfcab

Observation 4fd2046e-f441-4d43-b37d-0c06580dcbf5 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T14:24:47.403050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.403050Z digest=sha256:07ab46dcdfdbee7fe317bac1beee29c5b5450b17ac8efae40393f495d7eaff73

Observation 25ccedf5-035f-49a5-a963-570f98eca2fc · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:48.053547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.405685Z digest=sha256:eb503ad3678333f6c8cdc2eda8cb6bac631f17b1318a4b382b10e9826457e212

Observation b175e7a2-8058-4ab1-9a6a-3fa8f08177d0 · outbound

This paper cites Hamilton.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Hamilton

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T14:24:47.408366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.408366Z digest=sha256:303c0063148709fb2e6ba147d3f9a270af8d2341e5a82a1df57dab43e3601099

Observation eafb0bf5-4d1a-490e-b2ae-81b34735a328 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:48.044315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.411399Z digest=sha256:2593edd0968d0a3a1c8e4e401c94923917c3e0f0335bb30d767c32d983b09bb4

Observation c74cb633-0fca-4ad0-86a2-b9d28e2a70b5 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 11

Resolution
malformed identifier
doi_truncated, observed 2026-08-08T14:24:47.521893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.413996Z digest=sha256:bc0a65034f145f88a0868c7d9e8a3488040a73fa04a6b48c8a0fafe65fe19c5b

Observation 23230149-1b9e-4023-ad1a-8500e1925302 · outbound

This paper cites Ensemble Methods for Sequence Classification with Hidden Markov Models.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Ensemble Methods for Sequence Classification with Hidden Markov Models

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-08T14:24:47.865456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.416893Z digest=sha256:0cf99922922588e8680b8e34f765f52a94b38b94a897b3ce025ffe0da2d4598e

Observation 4d5cd8d9-fc94-4dc7-9504-b15006207fc3 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:48.035236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.420226Z digest=sha256:98ee2c54ae86e9b59fbe5a097e54a5cb28af9b2d9d4a57b4a03f6d0afa0f9380

Observation 222d40a0-6ec2-46ef-9d29-28584e1e8131 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T14:24:47.423345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.423345Z digest=sha256:b0019098444fa2c8d47023eb4b38ee16a2d8b44fadaec13bef8f363b9c8c2d63

Observation 926f4676-b7a5-4622-b900-e59a6b3013cb · outbound

This paper cites Lundberg and Su-In Lee.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Lundberg and Su-In Lee

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:24:48.025267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.426531Z digest=sha256:78359cdd4428dd3a374f8bdc65594e12ebbca4eefb38bfdc7921dd0cadb872c8

Observation 641e1dd4-9d6c-4297-9ec9-f30d7f21bd19 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-08T14:24:47.429553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.429553Z digest=sha256:e91b7407dcccd713631d8bcd90b5aa7b69457c3d35e12c6700f325eac686631c

Observation c3f6bf95-b98a-4796-a56b-58d2240b6e38 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:48.015942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.432545Z digest=sha256:d6ef81a8eeda0a95486207cd14e8fb78214fade6df3a01b0079f43156622784b

Observation edfcdf56-9f62-41b9-9f5d-9beaae0540ce · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:48.006563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.435620Z digest=sha256:55b2b4a2479879c2512b35d6be8d4de9ae82a45b4a63ed91e90faeadf754b799

Observation e1e57358-4882-45eb-80b3-156bf50bbc2a · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:47.996382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.438636Z digest=sha256:30440124467bf179e536b47e4c9450d37f58be1d604432b206a7c1d847df18c8

Observation 368285d9-8f26-460a-88cb-e6ce690f035f · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 20

Resolution
verified exact
raw_fallback, observed 2026-08-08T14:24:47.765405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.442051Z digest=sha256:435f64932b4e6e1cd3a5469e58f0f6550653042cd77f0a734bb5009741901edf

Observation bd3a2f70-2a16-45ab-bae6-0f0c9b836268 · outbound

This paper cites Astudillo, and David Díaz.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Astudillo, and David Díaz

Reference 21

Resolution
verified exact
doi, observed 2026-08-08T14:24:47.503226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.445117Z digest=sha256:4cf38fe871285c78a4fc9620844744cd8ec43e5b65ac6171763d2298bebe99a0

Observation 44b8c5f1-ab5c-4ab9-960b-de84402e80a6 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-08T14:24:47.448193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.448193Z digest=sha256:ea8c055700c11982779cd9e7e9d58a56af0b4a33427ddff8a6216f0b9eccc95d

Observation 3740f961-ea62-4950-98b4-b693b17a145f · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-08T14:24:47.451182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.451182Z digest=sha256:e9b231192a990417c09acf175f784e84c2b9167cca0a4a4bf0d9ad21c98e5bc3

Observation ac6bc00d-2d9a-42bc-a03e-5faecb2fc289 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:47.986685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.454311Z digest=sha256:ecb363bfb93dca16750b239020b38b4f401a093677dcdd4ec18ccd02d5544012

Observation 8aaec776-3a79-43cf-b433-2c7a948ead46 · outbound

This paper cites Why Should I Trust You?.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Why Should I Trust You?

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-08T14:24:47.457232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:24:47.457232Z digest=sha256:d3dc88f32cc5d0cf032f221b374e7be158821f3303c331732fdd97dff79042ff

Observation be9815c2-c1d5-4311-9f59-364381ea7e0f · outbound

This paper cites Platt, John Shawe-Taylor, Alex J.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Platt, John Shawe-Taylor, Alex J

Reference 26

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T14:24:47.977195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.460277Z digest=sha256:c4114b022fd4ef3e790ed83468f7619ff7fea5b903bea2123724f227f19a2ba8

Observation a94e4b94-412e-4691-aa54-82d42cc09f34 · outbound

This paper cites an unresolved cited work.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:24:47.967280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.463485Z digest=sha256:5e5de7cd7952bd9256a2514ebb7fb9455c7a698abceb0b3096a5009601909093

Observation 3b5bfe3b-4228-410c-a3c0-19b52a50bf57 · outbound

This paper cites Securities and Exchange Commission.

Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution Securities and Exchange Commission

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:24:47.956818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T14:24:47.466631Z digest=sha256:7b672d7b3fda102ae32cf6cc6c941cc638259d7a89ba1401cfb2b3406a5ea71c

Pith citing papers

No inbound Pith citation observations are available.