Pith. sign in

Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:21.538301Z digest=sha256:517daf87e5de46bd302ec758fb24536f8a34bfd49aa5669e88967409f1498fbe

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:21.653262Z digest=sha256:bedeafa432201bbf80da2f158e57d27891c62c049481de532f08565182e1570e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:21.758146Z digest=sha256:99e037049e5f7897f99526b56c6ec0f5ef20f0132a8ba26458feb11841c4083d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:21.871391Z digest=sha256:b251ff687a1d3cfe0feea551ea942e4fad3912b5bdc0b56715949a72bf45e9fe

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:21.945113Z digest=sha256:685cc4b32171c92d5bc011c7a1fe5cf11e372998521dab30bef51436ba10c753

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:21.986437Z digest=sha256:483d92b1142ce5e70f19d5911fddd1887f65fa12c9d55729348b45bec5c21200

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.037984Z digest=sha256:452738150bd96970539fa0c11e45f297aadf61834aa3991a0365070ae4011e4c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.093909Z digest=sha256:71452a5f40fe767e20a1317b793f04fe1ec256d80cc006006930d53f00a779e5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.173304Z digest=sha256:2cf69996ba3bb940a00b40540149d7f4f2fe3f1adb5262767e4f8656c86327c2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.328019Z digest=sha256:13c21612ef0fc83cd6e5a6a1cc3d04a566723168d0171d8914953a178f0df3bf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.403771Z digest=sha256:52c669cb84fa0f459bea7f2c6a57c1f97a3ab99b4804e8bbc17ed5bfc1d6a16f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.616978Z digest=sha256:93ccbf683faef994a846df23f516938f2facb14fcd46d512326181da991765d2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.684947Z digest=sha256:5791228a95e5743f6ab3d4de2f67c7835772bc30d7fbc8dcfd9c104d6f8f426b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.839034Z digest=sha256:9059a9f2b8a8c520bff28bacdc5a382982ccdee75916c3de1a2af678e25cb886

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.905172Z digest=sha256:b19cc0b39876b9e9545383eeebb6b64a9524f219b355b0feff0cae735eec588d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:22.963788Z digest=sha256:c938464e027b04241fa6e1c4853d56a13f68394027eda50cf671b6db14499e03

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.038982Z digest=sha256:99c7da1a99973af8cfecb15e9a2b20c4b4c4dd30333d64b16ac21d9902f1e02f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.106143Z digest=sha256:dd870a301a39958bd028f2a708f54335acdf5087cbd8f0d684776e917d43f48c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.240237Z digest=sha256:0a321feac23d24ab9b9e3cf10697f33032b36703b037a5f480a82a2ad6ae6cd7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.336814Z digest=sha256:9c4f629c0a6ec44953b5cdc71d0f71b6999a35b2133f18b5e4d25ec63615b507

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.376035Z digest=sha256:8b75ef5bb5d665eac9ec090d157dcd45c7290bfdbd685794849eaf39ab0f53be

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.457030Z digest=sha256:5f0503d464e20a530d3494a83505c225b94865e173248c8762a1d0534b609ce2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.513560Z digest=sha256:284790b44876ac1168c21d4e795f35eab21592adb1738c9f6d1ace77284e3f99

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.606892Z digest=sha256:55289c0ed9f3380e145e568a157e9783ef807038f65cfdf1a4da2ef0c9e6a6f5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.669027Z digest=sha256:cf7ea65f4e0ba8744fb2c633f9a69693b50aec1304e1f73224d6247712afc5fc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:41:23.716294Z digest=sha256:fb603d59e16147fd4fc7ddb041849b12107370c9a5b40d6ba06755dd5c6ae7bd

Pith citing papers

No inbound Pith citation observations are available.