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Paper Citation Record · LEDGER

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses

As of 19 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2608.07037.

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

pith.paper-citation-record.v1
2608.07037 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:14:04.639328Z

measured 23 of 23 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 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

23 of 23 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8cf19b7e-31a8-4e74-aafd-8d050f22ed4f · outbound

This paper cites an unresolved cited work.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:14:05.084966Z

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=2026-08-10T16:14:04.565190Z digest=sha256:88477800f66b5c4a4fdc60f9ea47b72591de60326ce77fb2fa4b5c13d4896cb7

Observation 58b54da2-e66e-4e53-951e-da5048bdaa2a · outbound

This paper cites Liu et al.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Liu et al

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:05.073690Z

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=2026-08-10T16:14:04.569869Z digest=sha256:ee5e33752e003c99dc5089a056ee58d5c52d13f8b62611c40d257c93cd57adfa

Observation 3e65bcf9-958a-4cf2-b6d8-6216ab3df9a1 · outbound

This paper cites Wang et al.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Wang et al

Reference 3

Resolution
verified exact
raw_fallback, observed 2026-08-10T16:14:04.884720Z

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=2026-08-10T16:14:04.573355Z digest=sha256:0b7a00bb6321b6fb40f1c89d4f6f67ecf6cece829ee19da50509502b23886b24

Observation 74b15610-cc6a-4fbd-a40a-11feb5800a9d · outbound

This paper cites Das et al.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Das et al

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:05.063635Z

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=2026-08-10T16:14:04.577182Z digest=sha256:355c03f5f72d6dca5dd708b3b1fa0596dcbbc236faf0a06e8671692f782b70b3

Observation e765f477-e31b-4527-b009-31117cb78b75 · outbound

This paper cites an unresolved cited work.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:14:05.053388Z

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=2026-08-10T16:14:04.581096Z digest=sha256:aa461eb126fc022d2a01ce5fcb8ffab36a07a4cc9b9635d0e48daa8e43fa04b9

Observation 1c9db4a3-4e60-45f2-befe-51f580ed7b8d · outbound

This paper cites Han, X.-Y.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Han, X.-Y

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:05.042646Z

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=2026-08-10T16:14:04.584500Z digest=sha256:af5d9b1b0cfa8119c4a3ed37ecfa880732719df82213ee8190cac0b889e266c2

Observation ea7851df-a193-4b1f-aa0d-4f298d78523b · outbound

This paper cites Chronos-2: From Univariate to Universal Forecasting.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Chronos-2: From Univariate to Universal Forecasting

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T16:14:04.587991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:14:04.587991Z digest=sha256:993e43a0657e645e792faacfcb307a69316236e9cfbfadf31bc8cf28d6d3d8b3

Observation 524b377d-efb2-4fcc-b34a-285b4124c6b5 · outbound

This paper cites an unresolved cited work.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:14:05.032836Z

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=2026-08-10T16:14:04.591792Z digest=sha256:ddc34b037746e5d979f9fb2e4c788b30e8729b3698223f7c490d83d80310358f

Observation c3683eda-f100-4d93-98e4-0afdff345050 · outbound

This paper cites 2025.TimesFM 2.5 200M PyTorch Checkpoint.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses 2025.TimesFM 2.5 200M PyTorch Checkpoint

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:05.023114Z

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=2026-08-10T16:14:04.595152Z digest=sha256:14f6b867e48440cfeb78669258053275b019f8952dc36111a20fe528564e079e

Observation ac63ee3e-a11b-4d7f-a428-101722457c0a · outbound

This paper cites Liu et al.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Liu et al

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T16:14:04.598327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:14:04.598327Z digest=sha256:21504265a90f83a7c35b4b16c91550c2c5250e32fb6d695920d420e63cea35de

Observation 3ef9a5c3-0e16-4b26-a8ba-fa6132af5170 · outbound

This paper cites Wu et al.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Wu et al

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:05.013986Z

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=2026-08-10T16:14:04.601271Z digest=sha256:294054bc0f426d9ee7345de03a4c15bdd6bcdfcd3dffd611e8976197dead0ee1

Observation 0ad106b2-73b6-46ed-82c9-e473d1abccdf · outbound

This paper cites Shang, J.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Shang, J

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:05.003083Z

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=2026-08-10T16:14:04.604687Z digest=sha256:25e897ef166265c2faeb922552ad2d716978ae118ac8add97dcc0ee766c11266

Observation f000dc3a-1931-4db9-b4ef-93418c8206be · outbound

This paper cites Bai et al.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Bai et al

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:04.993446Z

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=2026-08-10T16:14:04.608045Z digest=sha256:2830e54d41cc452609a157e87798d59dbb68d82611a783ca63d5a17b72fb6006

Observation 850c8906-30d5-4946-bee3-1db9e92af253 · outbound

This paper cites Cao et al.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Cao et al

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:04.982933Z

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=2026-08-10T16:14:04.611386Z digest=sha256:9b6a44012c0b4ebf2dbe0c362988a4607e8f476bd0d4aee32dfd71b176630aff

Observation 8da3f028-6a8d-4afc-9742-d6d260599c04 · outbound

This paper cites an unresolved cited work.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:14:04.973873Z

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=2026-08-10T16:14:04.614889Z digest=sha256:49813e7609ba587e491e529ae2735631586d20d72ddc365a1062e18df7df528c

Observation b7953135-d3b4-4481-96f9-83c05c80d980 · outbound

This paper cites Qiao and K.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Qiao and K

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:04.962885Z

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=2026-08-10T16:14:04.618573Z digest=sha256:81d066c91636748a6e9956eb35a503a52219d520caa0ce46cf68d5f9f8c5a32f

Observation 20bf81a7-bb62-4699-8d0f-97ad177ed0fc · outbound

This paper cites an unresolved cited work.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T16:14:04.622091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:14:04.622091Z digest=sha256:028e6f28b74704d1012c5edb6611a0606ee0d9491056ccc8faaf62c0cdce4b92

Observation f1fff079-2281-450c-81ed-f45f3c8abde2 · outbound

This paper cites Ben Taieb, J.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Ben Taieb, J

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:04.950996Z

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=2026-08-10T16:14:04.625317Z digest=sha256:ef402960b7e073d7fdb50778d0c6221bbfb7691a5806ec6cb986c83c4a07c22e

Observation 1be6cce0-69d9-4690-b2bb-2468d0e0909b · outbound

This paper cites Montero-Manso and R.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Montero-Manso and R

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:04.939602Z

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=2026-08-10T16:14:04.628314Z digest=sha256:0dd113fe6127810cf5d9cc945af6b91c8bfcd342677dc08a885386abe57ee9fd

Observation c8214f21-5a83-4d16-aeff-7e73281a0562 · outbound

This paper cites 2023.StatsForecast 1.6.0.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses 2023.StatsForecast 1.6.0

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:04.928574Z

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=2026-08-10T16:14:04.631134Z digest=sha256:4f8ba220bc6bd9be40213af1a91b524d59eaea8a90346014d3c5c7c76c918186

Observation 50bc72b1-6660-45ff-bbd0-e2718c796cae · outbound

This paper cites Ke et al.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Ke et al

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:04.917390Z

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=2026-08-10T16:14:04.633675Z digest=sha256:ae6c1a9f29fc78406b0671ddea63316ea4c7462668bbbc65812aca194ccdbaf8

Observation 4acdbe75-c433-431e-843b-222f5d29bdeb · outbound

This paper cites an unresolved cited work.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:14:04.905835Z

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=2026-08-10T16:14:04.636385Z digest=sha256:7d161bb6c6fb8cbaf79dacf7bc587600e9cb061f6b0d001c55011f9ba76dea20

Observation 778d22fe-a63b-484e-9a61-9a5fb03fe206 · outbound

This paper cites Loshchilov and F.

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses Loshchilov and F

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:14:04.895264Z

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=2026-08-10T16:14:04.639328Z digest=sha256:e4e7976382ad58ec7992da1b634bc61535062062e2cb732f0173eedc91908b9a

Pith citing papers

No inbound Pith citation observations are available.