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Paper Citation Record · LEDGER

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

As of 21 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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.059168Z digest=sha256:619145a26ac61fb61826f6254b20f969311065c98e28d0c22c5a0c4f3e8359eb

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.053074Z digest=sha256:55264387a0e547eb200aaf1ba38bc312a3b49454bea3a71b843141b7c3b737b7

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.069831Z digest=sha256:47abc7c699bcd5f66b6ef6493b6d364bab581c4111a7f9e6668fec8163fbff7e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.061821Z digest=sha256:d97ca82a778d6bb43ca1e221d7868ad8927a9032ff70d56989787dcf12f92871

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.064530Z digest=sha256:7eeea0a3a3c3092fb29a77508d14d959bea86d59066fb1e1cab38a985a9d1add

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.067114Z digest=sha256:02ca99b260b8c74a9a7867136345a7bc8ae4675f03845919f83d617163591590

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.080321Z digest=sha256:d8affafc5fbd71a9a0d5b877c84315eaae4ecc08cefb9abf97611fff17f4c8d7

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.072439Z digest=sha256:4eacb2391babb5ff5049110712265678422880880c7facc1e741c9529168ec2b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.075109Z digest=sha256:21044165d4c7bc0777bee9276cce74c900b89bc75ca4fbc5255a9bf098358260

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.077872Z digest=sha256:43c573f370cc0bf5659cf2a0a44e47f756b034d5468fb46366841679276ec190

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.082744Z digest=sha256:2609b8db6cde3a85ce8c51b3a8a775b4accac26130c36146076559a368303ded

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:55:53.046725Z digest=sha256:ec70336777786c7db91b6ca1b3e2acc258574bfa53c13bcd334ed537b12d018a

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-18T14:45:29.515515Z digest=sha256:523b22bb9309d3e92ea7b48d3d83245848c894b4f6a3459d73c18b5a40afb68c