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Paper Citation Record · LEDGER

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.14810.

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

pith.paper-citation-record.v1
2506.14810 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:05:27.571388Z

measured 18 of 18 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

18 of 18 outbound references displayed

  • verified exact3
  • verified fuzzy1
  • unresolved13
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4e0b2ff-9a94-47a7-a260-b5ac5876a9a8 · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:05:28.162063Z

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=2026-08-07T11:05:27.419367Z digest=sha256:9196b8472b3f9d48b759ef33e4bee3bc2b3483dc43c4be4c913a9cf98f82dfed

Observation 93ea2118-5568-422b-90f1-b913c8886a6e · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-07T11:05:27.829440Z

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=2026-08-07T11:05:27.437078Z digest=sha256:ac0bcddeed06eb779fbf14f468e28ca1c48ecc6cfd8c47a4c2f25c4ac5a5d7e3

Observation a9518acb-8fc1-4a15-830a-cb60f01de4fe · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:05:28.136331Z

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=2026-08-07T11:05:27.445252Z digest=sha256:ec33248b97c7b35cca14c278fe3e398e40b54cbd2c7da38dec2a15121d9436cd

Observation da9a90aa-2eb7-4e50-b8fe-b65d5a771a20 · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 4

Resolution
verified exact
doi, observed 2026-08-07T11:05:27.811070Z

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=2026-08-07T11:05:27.452688Z digest=sha256:2083ea5304b92a0829f95acf817831265ee10337149215d0f8d02327ab0ce534

Observation c443b691-ac7b-4d85-bf25-55c72b5cb56d · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T11:05:27.461661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:27.461661Z digest=sha256:ce41b3d5dae9b28c0183cff2e2a54d335b49bb76150b3f4e720d3b79a74c0262

Observation 254b38dd-9c34-432a-93d4-9d9364fedf9e · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:05:28.090517Z

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=2026-08-07T11:05:27.469934Z digest=sha256:76c2a6d96db0893da14f79140e7dbd7662f5fdeb11e9df44a7025ae044a30cf5

Observation 6d37de79-f18a-4de3-9e1d-19f5671ebbf7 · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T11:05:27.475247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:27.475247Z digest=sha256:7331fd3c3d730d8b03baa6b36aae01328cf50d31b419bf415180dfa0313a33e7

Observation 60084b29-9d9d-4f31-8b85-b5ebe13b630d · outbound

This paper cites Schmidt, Jonathan Weber, Geoffrey I.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Schmidt, Jonathan Weber, Geoffrey I

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T11:05:27.483602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:27.483602Z digest=sha256:020c6853726a989d1199df1361885d6e758cda1cb65921d7ddb7e42318a0313b

Observation c47cb081-2d17-482b-9bfd-b4af1502047d · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:05:28.057210Z

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=2026-08-07T11:05:27.490011Z digest=sha256:86433f9b0411fe89b7ebe443624046939c6e1a353850cc31ad76259668db87b2

Observation a591160b-3bc6-44b9-8016-835cd91b4284 · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T11:05:27.498565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:27.498565Z digest=sha256:68a4366cca3af6ab0e9f22f4ec936366f8bc432ba5ecf9e584b1b4e203097bec

Observation b849bec7-4e96-4120-bbb8-c4d3b7ac174e · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:05:28.020795Z

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=2026-08-07T11:05:27.505661Z digest=sha256:a4711d3cabaeaef1b89d6a1e22cf8cd28787dc43e4a5078d6431431274742126

Observation e3867612-ab25-46c6-93b0-d5e123cc0318 · outbound

This paper cites Hyndman, and Thiyanga S.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Hyndman, and Thiyanga S

Reference 12

Resolution
malformed identifier
no resolver link, observed 2026-08-07T11:05:27.511334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:27.511334Z digest=sha256:1c52aa829e09d6bec3edca32c24e767ba95a007e2a4f252d59d994426172e64c

Observation 34801f9d-4508-4fd8-95ea-13490efadeb4 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T11:05:27.517475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:27.517475Z digest=sha256:ddf7a078cc5801518efb8b0720f2a81dc3e363553c7f2c34a81a1712fae316cd

Observation 70f7ea3f-07b8-4e2e-9b55-262c7214da64 · outbound

This paper cites Olivares, Cristian Challú, Federico Garza, Max Mergenthaler Canseco, and Artur Dubrawski.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Olivares, Cristian Challú, Federico Garza, Max Mergenthaler Canseco, and Artur Dubrawski

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:05:27.983517Z

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=2026-08-07T11:05:27.525014Z digest=sha256:ca2a217c49e2a71c1be769e953502f70a012f6032d9978d549b0fce744b16d73

Observation 9e14b177-1e76-4a95-8106-d2896f041d1c · outbound

This paper cites DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T11:05:27.533345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:27.533345Z digest=sha256:74da0019c14c2b3390910a413b147b2bf03012c9ea1350a58b77edf1c1ee549d

Observation a8fd4c3d-8fc9-47b2-8b19-329e212dd23e · outbound

This paper cites an unresolved cited work.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:05:27.946437Z

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=2026-08-07T11:05:27.554870Z digest=sha256:0a8ec7a1c1e8ed3d6df42e0a5196d4935503b5dedd3eb4c133479342c52e511c

Observation c1663651-c1c4-48e7-8cf5-2de8c4818d11 · outbound

This paper cites Syntetos and John E.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Syntetos and John E

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T11:05:27.562313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:27.562313Z digest=sha256:2c7b11098a569412a6513ea0643c75afcde34d6d8b051cb3b45e584109f38b1f

Observation ef08e544-2dcc-4619-8353-64d1c50d507c · outbound

This paper cites Talagala, Rob J.

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies Talagala, Rob J

Reference 18

Resolution
verified exact
doi, observed 2026-08-07T11:05:27.647114Z

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=2026-08-07T11:05:27.571388Z digest=sha256:56b3f305236c30f79c8d66e2d8c16a8fe1249e5e1a26ae6475a16be7d1b2af34

Pith citing papers

No inbound Pith citation observations are available.