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Paper Citation Record · LEDGER

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series

As of 20 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2508.04630.

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

pith.paper-citation-record.v1
2508.04630 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:55:53.082744Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T14:45:29.515515Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T14:46:29.299061Z

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a813e3a1-5d50-4e6f-84ff-e479b1f084b1 · outbound

This paper cites This can help stimulate economic growth and create jobs.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series This can help stimulate economic growth and create jobs

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:55:53.202897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.059168Z digest=sha256:fbaddbbea087eb6295f0aaed1c7615d0cef2c6e5ad466bc3c2e81e377cbcf2f7

Observation 2af9a2cf-ab43-42a5-807b-4ed02dc9d96f · outbound

This paper cites The Llama 3 Herd of Models.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series The Llama 3 Herd of Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T23:55:53.049966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:55:53.049966Z digest=sha256:2210617eabc73d9b6a5de338c58615478cfee8111956be957d2de66530298a4b

Observation 71394120-8505-4928-8826-458733e49331 · outbound

This paper cites Advances in Neural Information Processing Systems, 36: 62630–62656.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Advances in Neural Information Processing Systems, 36: 62630–62656

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:55:53.211201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.053074Z digest=sha256:8bc9b8e0fd5cb8029bfa2ffa489392e3faa05bae16a905b3aa870683b98503e8

Observation 6e59c8d2-79bf-484e-8123-a79756763244 · outbound

This paper cites Automatic Prompt Optimization with "Gradient Descent" and Beam Search.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T23:55:53.056029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:55:53.056029Z digest=sha256:160bf737d99c0a6802cb28e643b92249caf2cc065e6d477d68c9a04c58ac32b6

Observation e730918c-536b-436c-a6ef-df95c834ac6e · outbound

This paper cites an unresolved cited work.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:55:53.168741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.069831Z digest=sha256:de16819c13d0ddf5eff321f7e26036e88e18bf732a7b12ef9a8a85d593d5e26c

Observation b4585647-e7e5-4f5f-8cf3-d7f864759d8f · outbound

This paper cites Lowering interest rates can encourage borrowing and spending, while quantitative easing can increase the money supply and stimulate economic activity.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Lowering interest rates can encourage borrowing and spending, while quantitative easing can increase the money supply and stimulate economic activity

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:55:53.194586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.061821Z digest=sha256:8405f5870de63a8f84c9249a2630cb04037485b31c722138779f263920498d2e

Observation bed7fae2-d59c-4248-a3ab-296b01999d37 · outbound

This paper cites This can help boost exports and stimulate economic growth.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series This can help boost exports and stimulate economic growth

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:55:53.185681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.064530Z digest=sha256:dc7079f8b57ebd23f857cb34e53d8489378cb3ae38460fd7b58ce7dad5a379a0

Observation fda76357-437d-45ee-acc0-2caa719cdf9e · outbound

This paper cites an unresolved cited work.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:55:53.177276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.067114Z digest=sha256:c3099f0431c381dae8d9a85bdd31022bb703ab2e9b4011129d4e4d0808ab5340

Observation ce198606-f5b2-4b70-9c6e-dd724dc86925 · outbound

This paper cites an unresolved cited work.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:55:53.134842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.080321Z digest=sha256:2b89affa422a69a54cffe0530b37d25047161bfdf01b66babd93d8e387cac0ec

Observation 568024e3-aacf-4726-a775-f77698776617 · outbound

This paper cites an unresolved cited work.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:55:53.160098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.072439Z digest=sha256:b2d2fc3013eae6a4fd594e21cdc9e92ede8c78a40782b7ea5c6bbf8204f36969

Observation 8380149f-5fe7-4cec-a84d-0547aff6d0a8 · outbound

This paper cites an unresolved cited work.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:55:53.151629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.075109Z digest=sha256:1ccc971322997e3523be37b303736d8bc97643ac64d65945f8fa43198c64d44e

Observation a582d5f4-5233-4924-a546-e8f1a6cad8a4 · outbound

This paper cites an unresolved cited work.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:55:53.143047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.077872Z digest=sha256:3c26b9f60f90598ecc27532b41cb04d09b5f993a6e654b1b0a4642b202201e16

Observation 4f843312-23d2-46c8-846e-0fd8c0ee77b0 · outbound

This paper cites Overall, governments have a range of fiscal and monetary policy tools at their disposal to address economic downturns and recessions.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series Overall, governments have a range of fiscal and monetary policy tools at their disposal to address economic downturns and recessions

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:55:53.125931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.082744Z digest=sha256:e9ec4f66a169800ff16fb205c3dd3cfc6568cb570c0f6aa667b95db9f70f275c

Observation 883a2ba8-3786-4e3f-a9e5-c69a67f5ec5f · outbound

This paper cites See https://vicuna.

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series See https://vicuna

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:55:53.219205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T23:55:53.046725Z digest=sha256:3911d6b9c4c032b78d8f0b953db21a097c871f59a35953f1da3e3b687930b89b

Pith citing papers

Observation 7f365afe-8f3c-4dcb-bb25-beffe09a43b6 · inbound

Causal Time Series Generation via Diffusion Models cites this paper.

Causal Time Series Generation via Diffusion Models CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:46:29.301840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-18T14:45:29.515515Z digest=sha256:234b42bd4fd8941d4f2be16d4b77c727a4fe317f4bbef18ea75df2348d7fdec9