Paper Citation Record · LEDGER

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2509.09103.

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

pith.paper-citation-record.v1
2509.09103 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:45:52.549364Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f3bae57-e53d-4151-9fe6-e6661082d191 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.580399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a177dcba-466a-42d1-a902-84518e0a9674 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.633528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7d27cd7-06db-4c1c-bdc3-b008214cceda · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.670135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2daa60de-f88d-4b63-8533-494b54675d42 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.738669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64787218-ea19-4bc0-9422-484647ff82b7 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.778946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84ca2bdd-4653-46cf-bb34-5129531c9361 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.852810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 931e1f2b-a376-49c1-8fa6-7394faf03997 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.926461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b84257d1-5543-4bcc-8c98-2942ce051fd1 · outbound

This paper cites Octopus v2: On-device language model for super agent.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Octopus v2: On-device language model for super agent

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.994949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff72c102-42d9-48c7-9ee6-4db48b91c825 · outbound

This paper cites Octopus v3: Technical Report for On-device Sub-billion Multimodal AI Agent.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Octopus v3: Technical Report for On-device Sub-billion Multimodal AI Agent

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.033027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61de32f4-a838-4c3f-9793-aafb4af2723a · outbound

This paper cites Octopus v4: Graph of language models.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Octopus v4: Graph of language models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.063147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f1c923f-7fa5-4b31-b112-4e4acf438f23 · outbound

This paper cites Octo-planner: On-device Language Model for Planner-Action Agents.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Octo-planner: On-device Language Model for Planner-Action Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.137324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6593b1-7012-4a19-88c8-be201e040594 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.205003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d31555c-41f3-4a25-8e1c-0d56322b0b6a · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.328893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e293c69-6f3a-4a5a-9b4e-32dcab4b2c47 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.514277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80a4a4d7-1838-46b0-94fd-d1cc3506003c · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.581619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4f86f55-3ac6-438e-a5f5-0d7d9bfdc374 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.701060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6219925c-f75c-4b4b-a2bf-6aaee1448892 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:50.882163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30fb793f-9883-4ef8-9fbd-c1896e6f1ab6 · outbound

This paper cites Membership Inference Attacks via Adversarial Examples.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Membership Inference Attacks via Adversarial Examples

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.000705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e7789b9-3a5f-45aa-abb3-bc8ea0ef4a15 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.068111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dedc0354-a964-4f66-bd0d-12314d554475 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.135655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c34e23e0-0955-4644-b809-a5a7b49f5dd4 · outbound

This paper cites 2023.DISEASES OF FIELD AND HORTICULTURAL CROPS AND THEIR MANAGE- MENT VOLUME–II.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System 2023.DISEASES OF FIELD AND HORTICULTURAL CROPS AND THEIR MANAGE- MENT VOLUME–II

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.198281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a17d217-21b0-46d1-97db-939fbc142e03 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.218255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 703cdcb2-1ae0-40bd-86c3-6c548883cfd0 · outbound

This paper cites 2023.Reaction of Rice Germplasm to Blast and Brownspot Under Natural and Controlled Environment in Mwea, Kirinyaga County, Kenya.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System 2023.Reaction of Rice Germplasm to Blast and Brownspot Under Natural and Controlled Environment in Mwea, Kirinyaga County, Kenya

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.312046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46182fca-eb2d-4215-90df-79228b1b9415 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.356580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 220d64b7-3520-4c51-ac30-4fc64d5064c7 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.400803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 285dfb8b-fae4-4e3d-84ee-bc0ad8103449 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.431599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b3f0ed-fb5a-4f99-be18-5e484fb2d8ce · outbound

This paper cites 2013.Diseases Of Vegetable Crops And Their Integrated Management: A Colour Handbook.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System 2013.Diseases Of Vegetable Crops And Their Integrated Management: A Colour Handbook

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.496017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2e6011b-beb8-45ce-b7c3-ff903d26f306 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.581806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 117d701d-95dd-446a-955c-a2e3b1359bd4 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.627974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac080311-6b14-41d0-938c-9fbe2b7596b0 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.676784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1e44725-6961-4481-b5bd-b8e97369f91d · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.721632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 136199b6-0bdc-4374-a4c3-0ee5e2eae74c · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.736487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c4416ec-cfd7-44a0-9340-5c278eaba8de · outbound

This paper cites 2020.Diseases of field crops and their management.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System 2020.Diseases of field crops and their management

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.782322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92b42f64-aa73-4ed4-ab62-ca957cef28cc · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.824722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce8df3ce-02d8-4d07-b61f-046d115054b3 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.877238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c2f5892-4210-465e-90b3-edf3bf122d6f · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 36

Resolution: malformed identifier; no resolver link, observed 2026-08-04T19:45:51.920141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a4d2fb-d579-4e55-a2b2-a0de85c1ddca · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:51.977079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf63559c-b153-4554-9ecd-3454694409b6 · outbound

This paper cites GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:52.034498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 066c02fe-e4e1-4dc7-b998-fb03b4a15c50 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:52.108869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c81d97-f6d1-459f-a5d3-682802048cb1 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:52.212177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf3203ad-cbf6-44e7-8b15-c2f79e782941 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:52.286574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56243fa0-bf1a-448d-b7c2-060d5a857e49 · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:52.356661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a4dc9e4-e688-4454-94c8-812b72656fde · outbound

This paper cites an unresolved cited work.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:52.398092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5ed4467-e945-4e3a-acd7-e7cd45514b79 · outbound

This paper cites 2019.Evaluation of adjuvants in fungicide spray application for the control of alternaria brown spot in South African citrus orchards.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System 2019.Evaluation of adjuvants in fungicide spray application for the control of alternaria brown spot in South African citrus orchards

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:52.473923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5155009-e54e-4386-9b78-8b7a5bede89d · outbound

This paper cites On-Device Language Models: A Comprehensive Review.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System On-Device Language Models: A Comprehensive Review

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:52.549364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.