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Paper Citation Record · LEDGER

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks

As of 18 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2507.15246.

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

pith.paper-citation-record.v1
2507.15246 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:41:23.716294Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

31 of 31 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78cb5d1b-2cdf-446f-9259-0d86a3a29bf8 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:28.138301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 76244b58-066e-4ff8-a31a-67249af05225 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:27.928765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:21.653262Z digest=sha256:1eac65671c1c4d7b67f37b2f7d35a2aeb0b570ab3ae1884a7d3e962a27e434f2

Observation af768674-519a-4f70-bfc4-32bf2b5017b6 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 3

Resolution
verified exact
raw_fallback, observed 2026-08-06T15:41:24.240855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:21.758146Z digest=sha256:4ef0f3beecfd0062ccf56527f8b1dada0d48287c667f4559f891944743dc0cff

Observation 26a412dc-773e-4ebb-bbaa-fd36c9b323d4 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:27.779401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:21.871391Z digest=sha256:9f37868e686839217c780a439f27918410737fb2979cf44a997ce3cde9b95021

Observation cf86ddac-cd4d-44e2-8616-faad209b127b · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:27.549268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:21.945113Z digest=sha256:7f3601e0ef3eeb0fc135fee87648a273251610e97b626e6b12d3aeafdfea9d76

Observation ef242786-afa8-4c81-a9b3-20d89868434c · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:27.382549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:21.986437Z digest=sha256:ee15f2769ca062e2ccc9aa65aa24b0e6b58e8010971556edadb24e17ae795565

Observation 77e88046-fe31-4a61-b4c4-518d7505a812 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:27.225882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.037984Z digest=sha256:5723b4bfe4e238757d3657c82ec92f13c7cb8db1731ffdf9aad1292040e65d40

Observation 24eec90f-9d30-48dd-8119-2f3a994a1110 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:27.107170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.093909Z digest=sha256:d06af4bed7931e0642942ae12a32f5b7b9af50bfbec03e786ee83d1f66e31e98

Observation 2031abae-c791-4956-9439-86ee50e09db5 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:26.936941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.173304Z digest=sha256:2fd63d0b60e810416027044ea367b3560dc89463fad957e2df89b8e69e770cc9

Observation 071f9c5c-0663-41f7-8af4-4eb64636653d · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T15:41:22.228409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:41:22.228409Z digest=sha256:28391f9d5aba647bf6793eb78a8f632069ccda734b47b4adbd55a7649a4087be

Observation f0ce4738-e2f9-47d6-ac5c-0df128a8e014 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:26.784245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.328019Z digest=sha256:bfd66efa0f875e2e4b0ac27a15eab8802300ee4fffea4f5499d754f150e96808

Observation 7e69b67c-6763-439d-bf9b-5abf8c89eb91 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:26.674394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.403771Z digest=sha256:93bc7b3abc8383e774bf7ab368909834055d4f6963432edf3b48dd93b9648fea

Observation e9adf858-0fd0-4ec8-a285-2241228a07dc · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Semi-Supervised Classification with Graph Convolutional Networks

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T15:41:22.444859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:41:22.444859Z digest=sha256:da2ad0945ba9964dc5a27b21e20c4a9a369ea6790a7aa176210ca0c4c898163e

Observation e1ede1d5-7f0e-49be-9ed1-4d683d1dc0df · outbound

This paper cites Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T15:41:22.554904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:41:22.554904Z digest=sha256:a8d274a1603166ede11c7193b4f1a38c92ea9d1350953ed2dcdd171e37265d5d

Observation aa14b94e-162e-4b51-ace6-7a4899c208de · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:26.497940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.616978Z digest=sha256:8821d29260dec5630e03f61d75737fdc2c6992b4111d6c2f55473b89e7859c6f

Observation f1f0707c-9e7e-4910-8520-bc12e7e11ccf · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:26.304991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.684947Z digest=sha256:d5106304b0fabd703b452727bd7af1ec02505213bb172196e4967e5534c7d5ff

Observation 6f4b7c10-326b-4fa4-b14d-87854a507eb3 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T15:41:22.755373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:41:22.755373Z digest=sha256:0c9772f6cd2659e10443b562317643858d48ce5c09825fbcedc11747560f61ea

Observation 37c33376-0c16-45ad-adea-0de577353d05 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:26.110166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.839034Z digest=sha256:720692f8e6dc69da7ce9265754b4e67688614d4cb2d140827794d98a2af55fd3

Observation 0a802ec1-abce-492f-a457-f3681e662490 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:25.957919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.905172Z digest=sha256:df52000268a2604e3e435309c5659a253c2c39a31233ccea7f125b8989f34a40

Observation 3a996fd0-7d50-4478-ba94-efad8821209c · outbound

This paper cites Real-Time Dispatching of Large-Scale Ride-Sharing Systems: Integrating Optimization, Machine Learning, and Model Predictive Control.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Real-Time Dispatching of Large-Scale Ride-Sharing Systems: Integrating Optimization, Machine Learning, and Model Predictive Control

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:41:23.862264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:22.963788Z digest=sha256:6b6eae2d1456806af08461f0d30d2587d8089a6aa7a19bd464e09b0c7bd4e343

Observation 784e96c8-0b17-468c-9de5-12e8fbe4b069 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:25.836644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.038982Z digest=sha256:389761c9afb2fd30d01403061da0446933cbe78ed271b3d2e0d0663841274dea

Observation ee245306-3559-47a2-9abc-795b6156ff2e · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:25.714768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 0473774f-1aec-4a01-a75e-cc5b97f0227c · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T15:41:23.171935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:41:23.171935Z digest=sha256:f1ef22ea0daf3ca0c7d9b13fbe1bfb451df5d818f8f3273169610393604a06bf

Observation 39fc07c3-67f8-449b-991d-dcd7e83b96cd · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:25.502085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.240237Z digest=sha256:677344963a0629116d3577d550d5961e5c75081024c5d8798171dd291b2ee359

Observation ee21cebb-3d74-424a-8cfa-445c97635ced · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:25.348882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.336814Z digest=sha256:014e85a62422a62b3ad4348aabf6b7a5cbc8eae14c87ee744212f4dfc7af6f7b

Observation ad5586ff-1395-45fc-a365-8081ed95ffcc · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:25.197299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.376035Z digest=sha256:90ed276467003fa3e7e1326d36c7210c7013dd191960faef3f8cbea73cc5fbba

Observation 63be76e1-8f25-46ef-8cae-27805a598b4b · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:25.052033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.457030Z digest=sha256:06552eec30ffb5599e75a26105e99c0f162a72c377ee978fcc01fc9e3f4988bb

Observation 9624707e-2208-4dd5-b9f4-6368a0513062 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:24.899858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.513560Z digest=sha256:857ba6f2a646d6ad99bc383606cd11d20280c46581e507a500240201e20bae71

Observation d40fab68-519f-45ed-94bd-0d4bb6e5a9e8 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:24.746077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.606892Z digest=sha256:cb8d56a9dc7fc1d36c21b944e5eef66f49f346b53765faf6531ce568731de054

Observation 64d488ff-3f6b-489e-beb0-efa98a5e3d98 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:24.593135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.669027Z digest=sha256:60e746d2d96c86314c163525d4d10a0cd463035bcd3e7f9fdff65fbfa22c4061

Observation 192ac4b2-dea5-444b-af18-276eaae985b1 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:41:24.363819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:41:23.716294Z digest=sha256:47dbf4c1e8c0e70f53c9b9e3808ebed3d16bc8e2157eb196c2a97ae25779a711

Pith citing papers

No inbound Pith citation observations are available.