Paper Citation Record · LEDGER

Using Causality for Enhanced Prediction of Web Traffic Time Series

As of 9 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2502.00612.

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

pith.paper-citation-record.v1
2502.00612 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:23:52.572127Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:49:04.374494Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:49:06.581628Z

Reference resolution

48 of 48 outbound references displayed

verified exact1
verified fuzzy15
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7b58ceb-6434-4838-8aed-2ee7a24f1e9d · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.286267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f3cf8df1-c164-4b8c-9ff5-f4c641f23b52 · outbound

This paper cites Al-talak and O.

Using Causality for Enhanced Prediction of Web Traffic Time Series Al-talak and O

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.276365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb8567f8-2f2d-4aa7-8fd2-1fc11c7dad8f · outbound

This paper cites Alharthi, A.

Using Causality for Enhanced Prediction of Web Traffic Time Series Alharthi, A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.266448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1e06fc5c-d8d5-4f1f-810d-27b32c466922 · outbound

This paper cites Bhattacharya and D.

Using Causality for Enhanced Prediction of Web Traffic Time Series Bhattacharya and D

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.256759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c1135670-23bf-403f-90df-bf682f38cd51 · outbound

This paper cites Catillo, U.

Using Causality for Enhanced Prediction of Web Traffic Time Series Catillo, U

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.247582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e336bddf-19a3-4f38-ac84-eb1dc5346a12 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.238538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 38f6e2af-445c-43ad-ae13-de72dd8a78ef · outbound

This paper cites Daraghmeh, S.

Using Causality for Enhanced Prediction of Web Traffic Time Series Daraghmeh, S

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.228347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d03e7b3f-766e-450c-8cd5-413706f4622e · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.119048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97aa62f4-21bc-4aa7-ac48-1150391302a2 · outbound

This paper cites Guo and W.

Using Causality for Enhanced Prediction of Web Traffic Time Series Guo and W

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.109003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6a302658-3ef7-412c-baf3-94a1d3dddf40 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.445685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abefa4e8-088a-442b-8ac9-7c6c776bff27 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.092345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 053c4748-70ee-449f-a7e0-9baf52f1e8e3 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.082866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0d30731b-4e75-4404-bbe6-b06df984c20e · outbound

This paper cites Hyndman.Forecasting: principles and practice.

Using Causality for Enhanced Prediction of Web Traffic Time Series Hyndman.Forecasting: principles and practice

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.073538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93fd77f2-f988-4a10-83d2-23f4ba0a78be · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.063089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef980b54-7334-40c9-96db-5e8dd18d108e · outbound

This paper cites Ji and J.

Using Causality for Enhanced Prediction of Web Traffic Time Series Ji and J

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.053274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de241f08-3abf-4211-8658-924a42e458f8 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.044728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 36d66458-af37-4976-9b5b-f8144d7c0a7b · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.036356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f62ce818-024a-4b96-9407-67e5e3db8567 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:53.027541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b4112fd-8cf1-443b-b1ca-043a0396e647 · outbound

This paper cites Kumar, S.

Using Causality for Enhanced Prediction of Web Traffic Time Series Kumar, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.018409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 515323df-89ab-4ad4-90f2-d32dfc9aaf93 · outbound

This paper cites Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems.

Using Causality for Enhanced Prediction of Web Traffic Time Series Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.478445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc18596e-a380-4842-9aad-fa2163362ea3 · outbound

This paper cites Liao, T.-y.

Using Causality for Enhanced Prediction of Web Traffic Time Series Liao, T.-y

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:53.008925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec7dcf3f-6119-40d6-bc68-b4490f5f34fd · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.999379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dd500eea-93eb-4b20-8f19-fe016d42e0bf · outbound

This paper cites Mitropoulou, P.

Using Causality for Enhanced Prediction of Web Traffic Time Series Mitropoulou, P

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:52.989927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d70b303-9115-441c-89f2-2c53d5365207 · outbound

This paper cites N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Using Causality for Enhanced Prediction of Web Traffic Time Series N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.492383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb7ccb79-f813-47b5-b750-1673e533bd44 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.980253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 537702e3-094f-4a6f-9eab-3134095d996e · outbound

This paper cites Pavlenko, J.

Using Causality for Enhanced Prediction of Web Traffic Time Series Pavlenko, J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:52.970420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f123222-0980-47dd-b666-d81c986ef37d · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.960498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d2c0b3a-0387-4d90-be05-7d5a1d7749d7 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.950107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19290323-81bf-41b4-b294-936601d3e35c · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.940329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77ede833-f327-4b36-9a43-3675ba5e123a · outbound

This paper cites Sean and J.

Using Causality for Enhanced Prediction of Web Traffic Time Series Sean and J

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:52.931000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28a4f185-76e8-41b8-9168-ffe336428a89 · outbound

This paper cites Straesser, S.

Using Causality for Enhanced Prediction of Web Traffic Time Series Straesser, S

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:52.920559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9fc5ce48-321f-48c9-84ef-b34a95d3004b · outbound

This paper cites Sugihara, R.

Using Causality for Enhanced Prediction of Web Traffic Time Series Sugihara, R

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:23:52.910190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e042c4f5-8377-49d8-a986-3c221598cbcb · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.899990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4a186a35-7990-4f2f-a3a8-6e2d6e6f9dd1 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.891084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 12618ff9-b40a-43fa-bca9-3acfde66d633 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.882283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10789765-0a46-4464-bf70-be6634cf6a48 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.872494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f869d388-280c-4d69-8949-c4af9c297b9e · outbound

This paper cites Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning.

Using Causality for Enhanced Prediction of Web Traffic Time Series Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.536677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c270b2de-92c3-4d94-8bf8-7e14f5dadb16 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Using Causality for Enhanced Prediction of Web Traffic Time Series LLaMA: Open and Efficient Foundation Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.539726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27df4724-cdb1-45fd-a4b8-39a2314ff4d3 · outbound

This paper cites Vaswani, N.

Using Causality for Enhanced Prediction of Web Traffic Time Series Vaswani, N

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.542693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e54ec2f2-efb6-4b2b-a203-070e140fdd38 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.856490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f18502fe-4d75-41f5-82ef-506d3aeaddc6 · outbound

This paper cites Deep Time Series Models: A Comprehensive Survey and Benchmark.

Using Causality for Enhanced Prediction of Web Traffic Time Series Deep Time Series Models: A Comprehensive Survey and Benchmark

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.548179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17c8fef7-94d6-40ac-b1f4-b796117cf4e6 · outbound

This paper cites TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables.

Using Causality for Enhanced Prediction of Web Traffic Time Series TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.551218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d016786-66b1-4f49-a977-8cd1ba32256b · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.845982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6aecf5b2-5969-4cdc-af91-bbf23f5587bb · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:23:52.835089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba673d0d-f12f-4001-aa6c-13ede7604518 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.562065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4e9d726-df85-4e55-a34f-491f520eafd5 · outbound

This paper cites Zhang and J.

Using Causality for Enhanced Prediction of Web Traffic Time Series Zhang and J

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.565447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3a84815-729f-4836-99f2-ee13e8065746 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:52.568664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cca5d75-c39f-4966-bd19-73283a0f9d01 · outbound

This paper cites an unresolved cited work.

Using Causality for Enhanced Prediction of Web Traffic Time Series Unresolved cited work

Reference 48

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T18:23:52.748321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 2a099c1a-ee77-4545-bebb-118df17d7438 · inbound

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning cites this paper.

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning Using Causality for Enhanced Prediction of Web Traffic Time Series

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T23:49:06.723730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.