Paper Citation Record · LEDGER

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning

As of 17 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.10494.

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

pith.paper-citation-record.v1
2608.10494 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:23:08.564740Z

measured 46 of 46 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

46 of 46 outbound references displayed

verified exact0
verified fuzzy13
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7845b570-6ddd-4d5e-910d-023e0c72f5d4 · outbound

This paper cites Advances in neural information processing systems , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Advances in neural information processing systems , volume=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.334403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15493b3-4219-48d7-a741-b68e4abdf0a4 · outbound

This paper cites Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: long papers) , pages=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: long papers) , pages=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.340871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 459bad4b-a5a6-4d0e-8e20-8a387b294a34 · outbound

This paper cites and Mordatch, Igor , title =.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning and Mordatch, Igor , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.345913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d264a0a-f36c-4048-8f72-d6c782b79b5f · outbound

This paper cites International Conference on Learning Representations , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning International Conference on Learning Representations , volume=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.350950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561f4d7f-fbce-4428-83ac-21b95818606b · outbound

This paper cites arXiv preprint arXiv:2602.02559 , year=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning arXiv preprint arXiv:2602.02559 , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.355657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48e48849-149d-4a92-aadc-7a3ca3a40ae0 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.360059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f730f49-c2df-4e5a-929a-58f40a0f0884 · outbound

This paper cites Proceedings of the ACM Web Conference 2026 , pages=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Proceedings of the ACM Web Conference 2026 , pages=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.595991Z

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.

Observation efbb911c-5c1b-4958-996b-85144e3d4352 · outbound

This paper cites arXiv preprint arXiv:2510.08191 , year=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning arXiv preprint arXiv:2510.08191 , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.370052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea47c955-31a1-4215-a158-03a5b712867e · outbound

This paper cites International Conference on Learning Representations , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning International Conference on Learning Representations , volume=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.375148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e2d154-61bd-488c-8249-225f566b931d · outbound

This paper cites From Mind to Machine: The Rise of Manus AI as a Fully Autonomous Digital Agent.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning From Mind to Machine: The Rise of Manus AI as a Fully Autonomous Digital Agent

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.379916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d48980-0fcf-4039-a5ac-2660c5978c7c · outbound

This paper cites GPT-4 Technical Report.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning GPT-4 Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.385483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a79ce2ed-492d-43d4-befc-0333baaa5f96 · outbound

This paper cites an unresolved cited work.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:23:09.571563Z

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.

Observation d93fc2bf-3c24-4c36-b9b3-d7e9b068794b · outbound

This paper cites IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium , pages=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium , pages=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.394840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2502ba9d-f7c6-4f86-9f67-e6c78d2b8961 · outbound

This paper cites RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.399859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28ea1dd4-9d21-46b3-b4ec-e8a6a717e1db · outbound

This paper cites arXiv preprint arXiv:2505.23752 , year=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning arXiv preprint arXiv:2505.23752 , year=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.404846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65961c57-eeac-482a-aeaa-b17ecdbe6491 · outbound

This paper cites arXiv preprint arXiv:2511.17198 , year=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning arXiv preprint arXiv:2511.17198 , year=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.409740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3727f7e8-6204-48c1-80a9-91ba1b0905a6 · outbound

This paper cites OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.414569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c595d7cf-e9e0-4d79-ada9-693b517dd230 · outbound

This paper cites TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data?.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data?

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:23:09.019942Z

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.

Observation e7ab4906-d318-4310-9a1c-79cd17cdd3d9 · outbound

This paper cites Proceedings of the ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies , pages=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Proceedings of the ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies , pages=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.546717Z

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.

Observation 06a0a1cd-c00e-481c-90c0-218377cae7aa · outbound

This paper cites arXiv preprint arXiv:2509.23141 , year=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning arXiv preprint arXiv:2509.23141 , year=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.431589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b990cda4-6c71-4e78-8d6c-0a7a626d8624 · outbound

This paper cites TerraLogic: A Benchmark for Hierarchical Geospatial Reasoning in Earth Observation.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning TerraLogic: A Benchmark for Hierarchical Geospatial Reasoning in Earth Observation

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:23:08.931745Z

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.

Observation f2d3cb35-63ae-4e3d-be3e-1107e867a438 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning ReAct: Synergizing Reasoning and Acting in Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.441668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 765af1c9-07c8-4935-828a-d07d2d329de9 · outbound

This paper cites A Survey on Self-Evolution of Large Language Models.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning A Survey on Self-Evolution of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.446369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aba30b3-35d4-4720-aceb-61236f9288be · outbound

This paper cites Memento: Fine-tuning LLM Agents without Fine-tuning LLMs.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.451786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2233d10-83e6-46ee-9292-b4382e2ff68b · outbound

This paper cites arXiv preprint arXiv:2603.18743 , year=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning arXiv preprint arXiv:2603.18743 , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.456987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feff6758-1194-4e50-aeea-dfd04abe744b · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.462017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c96a176c-ca2f-495c-8beb-fdfc03730a7e · outbound

This paper cites arXiv preprint arXiv:2603.10600 , year=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning arXiv preprint arXiv:2603.10600 , year=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.467134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bebbffea-aa86-4887-9a58-a9c89327e73c · outbound

This paper cites SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.472420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 012813c7-f302-4017-ad09-042fc725c46b · outbound

This paper cites XSkill: Continual Learning from Experience and Skills in Multimodal Agents.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.477451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e08be8b-f632-4595-b104-36f9403376de · outbound

This paper cites IEEE Geoscience and Remote Sensing Magazine , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning IEEE Geoscience and Remote Sensing Magazine , volume=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.530763Z

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.

Observation ce97b7c1-10f5-4d0c-91f4-ade67747f4c4 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Advances in Neural Information Processing Systems , volume=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.487711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05bc7873-f20a-42a1-9a4c-bf9f274bf7c9 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.492444Z

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Observation d7330ff1-ec38-480f-81e4-e164aeb3a5a5 · outbound

This paper cites arXiv e-prints , pages=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning arXiv e-prints , pages=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.504772Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3e94dfbd-283d-4d78-a9ee-05b9361333a4 · outbound

This paper cites 2026 , publisher=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning 2026 , publisher=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.489398Z

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.

Observation 658d409e-f5dd-43ef-a7a3-20f2bd53eaa9 · outbound

This paper cites IEEE Geoscience and Remote Sensing Magazine , year=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning IEEE Geoscience and Remote Sensing Magazine , year=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.474483Z

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.

Observation 8f8d4a97-7e66-49e4-afd1-b992b8178ddb · outbound

This paper cites International Journal of Digital Earth , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning International Journal of Digital Earth , volume=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.512730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8136a4e3-4aa8-4d97-9a1c-df4c3e5b162f · outbound

This paper cites Journal of Electronics & Information Technology , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Journal of Electronics & Information Technology , volume=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.446434Z

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.

Observation 5c1fe085-c76f-4e97-989f-1b184b110a58 · outbound

This paper cites 2025 , publisher=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning 2025 , publisher=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.430136Z

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.

Observation 9b83bd2d-9c91-4e9d-a5f2-7f7ba108c324 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.529129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc5b4f1-2bf7-4af5-b547-ef51b988a3ab · outbound

This paper cites Memory in the Age of AI Agents.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Memory in the Age of AI Agents

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.534204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f78246-f969-4d9c-ba79-2bcac48abb51 · outbound

This paper cites International Journal of Geographical Information Science , pages=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning International Journal of Geographical Information Science , pages=

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.413182Z

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.

Observation 35c03fad-b86b-49ce-8787-af2726d5985f · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.397855Z

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.

Observation 510ac63c-e638-43fc-8224-5aecefebbe86 · outbound

This paper cites Joint European Conference on Machine Learning and Knowledge Discovery in Databases , pages=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Joint European Conference on Machine Learning and Knowledge Discovery in Databases , pages=

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.381685Z

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.

Observation af6e2726-b401-40f2-ab1b-692f65cea5de · outbound

This paper cites Advances in neural information processing systems , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning Advances in neural information processing systems , volume=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:08.555028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95d57657-1988-4b66-8488-a55904009e91 · outbound

This paper cites 2025 , eprint=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning 2025 , eprint=

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.356360Z

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.

Observation 8c070759-2a86-4a3c-8aeb-16277ad78ca8 · outbound

This paper cites IEEE Geoscience and Remote Sensing Magazine , volume=.

GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning IEEE Geoscience and Remote Sensing Magazine , volume=

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:23:09.339609Z

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.

Pith citing papers

No inbound Pith citation observations are available.