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Paper Citation Record · LEDGER

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

As of 11 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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:21.653262Z digest=sha256:f3a01b603e0bb7d1eb0fc41c36852f634a60bce96e78147268a0826a7bb0c4c4

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:21.758146Z digest=sha256:4df6268eeaeaac8f73a6fb8541ab7456b31fdd615a4405428f175a605ef5c2e1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:21.871391Z digest=sha256:f6dea47e6a0cda20653c8f2befad1152ddcb5dac5b536ba99e51d854792c1a8b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:21.945113Z digest=sha256:665716a68a5c68a0ac900d4ff4a24ff2f02c28a45a27e27320da36160df810b0

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:21.986437Z digest=sha256:5799abaceea04e7e06c8ec384d5c9ff942fe7e56c8ac9c99fe1fc9b984cf643a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.037984Z digest=sha256:7d20c6d53a6b2d1508d547df457c9b90eded45ff31f8af3a8cb55edd7fb4a685

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.093909Z digest=sha256:e40190cbeffab9dbd8d1e0d9d56883401260570ee3276c73ff9ffe3f0d2495c3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.173304Z digest=sha256:e0a637bcec7cac7ef113cad62fc3187f6a6101cc8b1916af60ea787a73d0900b

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:c64fdba98ef1090dbef07573541ce5def816e42a8f9af0b462ca26a6d1f34e3e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.328019Z digest=sha256:a5ea5e2af56d04712095d4bf06f76bc66888e1604f65fc851fb61a915cde40de

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.403771Z digest=sha256:460acad89af2da68bab21a75fd5645ed08f607139cd11728bac6898d09c79176

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:b559f336c3fa666c074bfc2f94903d2a7e2583879b84edf7e85567e706c22b62

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:a70d393e7939915f41075d89c21c9483e3ba543006a6cbcbc522cc57ca5d7643

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.616978Z digest=sha256:13df7f0e137cc00504c8cca3ff9a69841d907d03c7492adec1b9b9dd117d45c2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.684947Z digest=sha256:97fbc1fcb4d1ad86e527a5c4d3f19cd4aa132d982b3e6195816beb5c5eb3107c

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:d94aafe3b846342aa04e6c6a489553e854930b1d8ae8f9ab499d087dc3eec9d6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.839034Z digest=sha256:395102d5253a23fab912fc673eb05a8118d4bba403a68787e7039d6a21cb39eb

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.905172Z digest=sha256:c162d4ef07b875fea0fb58e287e421a4cc3040f20afde97765c4745ee29bec17

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:22.963788Z digest=sha256:e7457039c7d54ee9c3a03651578f54297f5532e1f6c52f9ebc62539aac3f51c5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.038982Z digest=sha256:81a47442506efd94c8303a48c24b410fbeeb906e7c071fd5872a66d6404bc902

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.106143Z digest=sha256:58c6ef278214cc298f3cc3c5cf24345001df22533d0cdabb645107e6a50eed95

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=sha256:06c52a44ca423f5282c0fb8826981e5732580fab2bd1e501f25d4bf5ec88675b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.240237Z digest=sha256:b26ff56bdc400d5b24b5eb6f15b0cc0346934873d7915d5741724f5033bd21cc

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.336814Z digest=sha256:0142a6a9d8949be7b379741c5563954df37daebd8a10c8a818f0fa262cc65cdf

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.376035Z digest=sha256:257ac9eed76a44ff90dd9ce23fea86c9a57758e6d117c4f97574b40e204197e7

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.457030Z digest=sha256:7183ddbd315c467bc90035344d755ab091297a69579f5f63c5d495f55933a1e6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.513560Z digest=sha256:fd24de7049dc8c1e728efb3314dc1752cbb8282fccdf2b2ec3a494347dbebb4a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.606892Z digest=sha256:a3c8775694478b32cb7618740eaea798754680898cbd345a98d3ba083d93d904

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.669027Z digest=sha256:82ee744109a5992a747b70a053c0b198ef6a06ac28eab3d50df0f2f8db68d8e8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:41:23.716294Z digest=sha256:19285c99a247ab9720f20304523eae4026e7773f75a443a283b90fc0bff2565f

Pith citing papers

No inbound Pith citation observations are available.