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Paper Citation Record · LEDGER

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

As of 21 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.419367Z digest=sha256:65bd44e7c242278ea432f0df6804ce014ea6469eeaed90c36a11799a4836c9df

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.437078Z digest=sha256:fe5ac65ef103a1cc491a066f87db3467f1c0b446d2aec4fe92d9d3d8f9d3d5d5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.445252Z digest=sha256:78650f330877d725c6a1007186e35241695e3896703213ed4105da098c0e92c3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.452688Z digest=sha256:288fdc476ba340f1fc11fbe554d48eca23f70b1587f040cae9f9f2fc2ca7ada3

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=sha256:86056934f135fdd735b976a5d06fc8070663f9228990f15d186661ee153c2f72

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.469934Z digest=sha256:f17594f8cf376c955e9a9563c208971775faf8ea11d440e6feb1fbdbf43c2d60

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:c6be95aeb84249e98020879386d8fa0c73da54333d1a6cb197d0d1ce57d0cdce

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:fc80905456a4c5c48166fd18464d112b4ce4e2c04ef5ca3d3db7ac33273a44b5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.490011Z digest=sha256:90ecc4b901fc8df8632e86de74f276b190052fd42aab759def5ef1ba63d16c83

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:bc5ba04b3139c9b3e925a98561349896f178852de7237d2d20619d1cb72acfe8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.505661Z digest=sha256:e9aa51465569a80f9ee3e460d130c86746e719eb60a7d1e428b38c6133ad8f2b

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=sha256:9dab7a1411f6e3ef7bfea9118af26064a5706eeaad4ba692ace16032aff4a9b5

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=sha256:2d521bdf18e7e2037f4c85af751f4ca4fd705c1b350663b7724932a642b6ebd2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.525014Z digest=sha256:5d99e7061c4ab5d914f42b5b96f33695c156e398e5cf2ea7a7eb7b4283f91301

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:fc68324b659e5dbf7ec994e425916f7e1716fb0f14e01c272131ed6bd285ef6a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.554870Z digest=sha256:978393057b93ec060c80a47f352e9e7e8bb21bde93c24cae1c352d8d00751aa8

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=sha256:28a0c892e88b57331973214e116f6cec0c3da6ee36a41552ea168ee6555ac77d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:05:27.571388Z digest=sha256:d51198475d84f8cfb75fd8461608a0704a33a196802164fc96fe7dc153c5fc1b

Pith citing papers

No inbound Pith citation observations are available.