Pith. sign in

Paper Citation Record · LEDGER

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

As of 6 August 2026, this Paper Citation Record lists 99 of 99 outbound references and 23 inbound Pith citation observations for arXiv:2502.11271.

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

pith.paper-citation-record.v1
2502.11271 v2

Coverage vector

measured 99 of 99 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T02:39:18.259822Z

measured 122 of 122 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:05:39.593482Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-03T05:57:41.220747Z

Reference resolution

99 of 99 outbound references displayed

  • verified exact0
  • verified fuzzy49
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36ac912b-e721-4629-a593-ae70752c4e00 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.804414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:68b8b2f0d027a1241bbdc16587ee15c0406d00285c3a906b49d0bdfc98f21a33

Observation 09ef2984-8d8a-410f-b618-3e43f261fe1e · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.566747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:85eb4dca1e19091793fb864394f38f1f91a7b1a78326275b8fcb7f61702b84e7

Observation 02b70e81-2bbb-49e7-b931-e257e729c6d8 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.702458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:ccfb9519e5aa70bebdae058cd1a81014716d2432c11247e32129e93df7c5f929

Observation 462934fa-4be4-47b8-b60e-eeb54864d08c · outbound

This paper cites Make sure to consider the user metadata for each tool, including limitations and potential applications (if available).

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Make sure to consider the user metadata for each tool, including limitations and potential applications (if available)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.709872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:1e74f1c82c1398c1263d32ab0a3b9bbe2d318856ee75eb3278f04407c7128787

Observation 4f8f3fc9-e3c9-46fb-a416-da1562700f34 · outbound

This paper cites Your response should include.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Your response should include

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.482732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:1f590e439254ff205d8b7c8fbeca7e0209c057e29d96517d4e6260dd8e078cdc

Observation 7d8a8b83-2301-459b-9a70-b54dff138e51 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.562603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:e0f41c27eaf8f4d93a116ed906ec58b5c6a7d0ad4d092a1bd435b391a561ed91

Observation 68b5ec2e-e0d0-4f09-907f-eb56dbad26c1 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.796466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:92f0afbc7cdb50b29fd99c75001cbd5bfac0c14a7a7f0b95390678d58d8115f7

Observation 0ed70804-32f9-48fc-b8e2-4f074c3cd02e · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.654873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:b2b292206cf83b6429a5cc604295cbe3e778b451daffa5a26d080983c2a4c51c

Observation 5d128567-0df7-46c0-96c2-aadf4de4d684 · outbound

This paper cites Please present your analysis in a clear, structured format.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Please present your analysis in a clear, structured format

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.569660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:b3f50890b6b46e8e7f7f24564b105e99fe305be9d2a5dd3df6cac7c51ff4f6e9

Observation 221ed044-7e0e-4394-95c8-e5ae828a2954 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.817841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:3cd0caea49285d8eeb04a29484c29c9d3bee3015096b473e84f3210911b339b1

Observation aafe7afd-d968-49c3-8875-c1dc4237cc3b · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.762511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:61ce9daa33b2004bc965f24f37e294a642f27e4d490d5b7902bb999069e8b768

Observation dbe36989-4100-4111-a74c-457946c6b8f7 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.758330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:d5d23da39a70ef2327e2e702e03bd001d172209c78bfb45607b0e3ff19ce7a13

Observation 2dae7725-75a4-4305-9ac9-4c6603c6bb40 · outbound

This paper cites example/image.jpg.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning example/image.jpg

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.620414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:d6feee5ae2ab0522c3498abceda0a5c2df03b12f67f1767059be83689cccc614

Observation 104e2135-e487-46f4-ae51-9dbaf9172f0b · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.497109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:54a6710b38e92f05dd9ea68c0cb4a6c80c14368c59b22957062cb0c733540e41

Observation 98f55000-7827-4db9-a497-9074eb15505f · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.446119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:355b44f9584ca9653e150467e45c58ba9c955af208c7b9ecadafa3b0f64c74d1

Observation affdaf63-4c91-4887-8b53-52eb70843827 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.660901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:9557421d9e208fba14861092914a2c50639d9dd5eef53c31113070d3e68ca37f

Observation 3675dd98-af8c-4726-8184-07f5b89964f8 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.598561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:9b5b217c79034bebe2b4f001178947dd98521adc87a0e32eacdea369a61efe61

Observation bb40171b-8f64-4a44-b925-98b47339f913 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.677927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:345804049282b3b4ebec7d09b463ae922d20e54e99a86d27243c79ce77da3240

Observation b4336b36-bd58-42a2-9b48-b5190abda825 · outbound

This paper cites Output Format: <analysis>: a step-by-step analysis of the context, sub-goal, and selected tool to guide the command construction.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Output Format: <analysis>: a step-by-step analysis of the context, sub-goal, and selected tool to guide the command construction

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.602810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:98220a47061318c11dc1b2357669cb564c61eab3949d0da45e43084b2ddd39a2

Observation 1e34a899-bbc1-448b-ab9d-610d673b8394 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.449623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:2a495281903dad6a72e6720983a5c25f87f8448980aea5e282fac587082eee21

Observation 1056e82a-ef33-4336-8c9f-da6aa73cedd1 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.475137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:74fd1096057ae1924949b1b2caeb927c34600b0281fae1f0dc723694312788a6

Observation 5c739de0-ad82-41be-b370-75caef95d82b · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.663880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:7fe4895b38c228e0d2b6aedff3f402b8e0a58a594bbe5fa1c4cfd88fa7209975

Observation 78bb5237-0426-44d3-b8cd-1c452c31c136 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.669171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:617d867c622534937dfc6ad489ed9cd9acfba592028f29f18cfd108920ef76a2

Observation c0b9400f-34d1-4805-80ba-5bc4fe274bdf · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.783663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:fff0ba893e76643b23a39384fcf8d89842e1fd2f7b09afcca821fb1bd7abcd24

Observation f18f183b-2715-464d-a7a1-a225556a13e7 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.535163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:cc46797daf9a232848f93bb7397fd9a9c6fd00381102ff9ba76fceba8a521c6d

Observation 6014cbc4-23b8-4c52-9976-98d4cd2b40fa · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.573234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:ba7a62a9d0d8a9bbd1f042d25e07f27bfe0d3f4f819b93f3cf79e11259276428

Observation 459e4c7e-2b5f-455f-9464-f4e811488f98 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.635782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:dbc8bdf9fc1e77a9538dbc387141d3458ba62ed7fd271e79b58b303b0e2f06c9

Observation c1d543c1-6d6b-4427-b9f2-8d0384713c14 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.642350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:f5f6826d5fa0429eeae673f2aa6dea8f2eb27ff43c4f9c318585f1b4147b7027

Observation c7f24afc-dcf3-4020-aacb-83553879cc77 · outbound

This paper cites baseball.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning baseball

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.687166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:216122da34252bb03bc84b3b233058c1c7041d7af4094cf18244118bb95b97d1

Observation d0bdbd38-effb-4b89-9153-9611cb3764bc · outbound

This paper cites - Note any specific requirements or constraints mentioned.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - Note any specific requirements or constraints mentioned

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.478842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:1dda22d2a7e41232744e7f119a975ca96516a7c057cdfb4635e7846f240b0be4

Observation 44d90d58-787b-482d-b76e-c520e6bfc9d8 · outbound

This paper cites - Consider how each tool might be applicable to the query.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - Consider how each tool might be applicable to the query

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.693239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:4260c40d9025d1915d80e0121dc2f604ddb706f7e407befa8113067af9fe9b7f

Observation 5da4bb12-c176-4851-abd2-20c200fb0df5 · outbound

This paper cites - Assess how well each tool’s output contributes to answering the query.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - Assess how well each tool’s output contributes to answering the query

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.699438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:dfc363e68c7115599e1343c70cc77bb3a3ef61cffd48aa21c7c739095a78de4a

Observation d3991690-972d-47c3-bd64-494b462acd1a · outbound

This paper cites - Consider if all relevant information has been extracted from the image (if applicable).

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - Consider if all relevant information has been extracted from the image (if applicable)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.696425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:082ec5037fdf7c96a5f52105a75689259689815a6725c64b2d7d354915fe5201

Observation 3daa7304-5b0d-408d-95a5-cd052913c432 · outbound

This paper cites if the memory is sufficient for addressing the query to proceed and no additional available tools need to be used. If ONLY manual verification without tools is needed, choose.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning if the memory is sufficient for addressing the query to proceed and no additional available tools need to be used. If ONLY manual verification without tools is needed, choose

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.539401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:0dd3254d28a693b8617c8c6cd86f1cf8dbca0c2b7d736217274e3136fc808ef2

Observation 4b8073da-3d06-4736-abb3-edb5499be6e6 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.684402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:85db572dd62c2a9c3cd393b20c2ec174c7f61091599a3305658766b7aa1e9cd3

Observation c7696d88-7574-4091-987d-c2475e88f23f · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.713468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:4abf2f2f03af1d2e5a70880386f7c26b4cc5b9ea058e5721c7347634f039f289

Observation f25677af-510f-4056-9e3c-8fa2e14eca03 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.557710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:0a98b4a8f2f3ba91242e2c0cd916f161fc2f5cad4276f3dc0eff9e34a09e856d

Observation 2ce3faf8-2c24-4e6e-ac66-ad4744482f9f · outbound

This paper cites Output Structure: Your response should be well-organized and include the following sections.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Output Structure: Your response should be well-organized and include the following sections

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.523001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:7b92d0521631ed8bd7cac3c6910847181694064abc44176c900217a67cf87c3f

Observation c5bd5657-06ba-47de-830e-dafb512b6693 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.629861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:f5a8092db7e594d9c27aed4f6e5feaa49ec5b72c5cbc32b553d6d0bf52ca8e15

Observation 829a5b76-91d1-46cd-976e-248e57816f74 · outbound

This paper cites - For each step, mention the tool used, its purpose, and the key results obtained.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - For each step, mention the tool used, its purpose, and the key results obtained

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.610412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:48f636f2bc3b1a2cda217a7215b330e52f60cbe9c59311ee4ad346b95413df9e

Observation 77c752c3-5296-44ae-b8b9-8fed07dc35ed · outbound

This paper cites - Highlight any unexpected or particularly interesting results.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - Highlight any unexpected or particularly interesting results

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.595349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:7810ed458f738b674fe25e68bfe13973836a9258ad30cd186c90328f1f52ac15

Observation 817e42aa-c41c-4880-aac6-9fa2de374f5e · outbound

This paper cites - If the query has multiple parts, ensure each part is answered separately.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - If the query has multiple parts, ensure each part is answered separately

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.617602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:2cec7dfd1b28c3d74359ef08cd67b045823357b18c37293d86b65accdcbdaacc

Observation 2ec36004-2881-4019-aa5c-8b61114f6d04 · outbound

This paper cites - Discuss any limitations or areas of uncertainty in the analysis.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - Discuss any limitations or areas of uncertainty in the analysis

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.768698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:c26f89dabfde90a7f624676e18ecae57fe6f3cc9020a69f13c2f139e3692b0eb

Observation f2319ab1-9b02-4644-be05-7f3e4858c433 · outbound

This paper cites Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 44

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T02:42:26.364016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:3487eac8770b513632f4f0b213083f938a1d0a27fd566c5be0336473c5509ca3

Observation 74a05e87-95d5-42c5-bdd4-f99fd45ee9b5 · outbound

This paper cites output".

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning output"

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.720732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:5d198a3acfea133a9a16c1135b4e78e80f55178924f2a3eda2fb44f3742060f7

Observation a8e3d6f6-9227-4974-8bc0-deebf2d52170 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.530141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:dfc2f8406a0a8992130ee2ce578e8d1af828bc7538e8e6f53ee4f8be6a3798b5

Observation 8a6155f3-53c2-40ee-a3b0-ffbebf0dc8f9 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.502310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:debd5e7a31daecc01681a578145b6906a6db44bf5f4b8f366cbf5d6cb650b075

Observation f8661365-3f1c-4966-b6ce-2eed871ddaeb · outbound

This paper cites Relevant tools.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Relevant tools

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.689738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:e44ec43056f0482822dd179fc1683b92dea6dc4a2af2a489f61b0f8f5afb8dba

Observation ed01dbd6-9755-4d73-9013-c6360e9d3364 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.553758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:ce3b87af7f861550241cea28d39e11f73be4626ec4fb95e4b464ca4dc781bf5e

Observation f6d63e39-25a5-48d6-9aed-3150213b5437 · outbound

This paper cites baseball.png.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning baseball.png

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.440025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:d0141bd14452c0a8c46ccbd763c1575e94d725ce7a2a01aaebb0fe07c153d516

Observation efa07c7f-6d3d-41c3-9528-39a52a23639c · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.765862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:8c34c9aeb85973afce8b4abdf79d061508558886e2a60b7b187ce584b97bd4ff

Observation 9e64720f-f190-4d38-b402-389086ce47b4 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.584070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:b10f3e14e68d17845f4cf29ac2f517653f46cdd10b0dc7618f9766840e5f1dd2

Observation 643e97c2-1c2b-4ef6-bbd7-50617cf585cb · outbound

This paper cites Relevant tools.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Relevant tools

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.771670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:8a767f4b83dd9a130d821544c82adb8ac2aa8f72b05dfdd88348d98c0176cb86

Observation b5a45b1c-1454-4a30-99df-18b530d6afe4 · outbound

This paper cites It is suitable for simple arithmetic calculations and can help automate the trial-and-error process.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning It is suitable for simple arithmetic calculations and can help automate the trial-and-error process

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.471440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:ba7e938200b6f8de6373ea944ee0cb0ead784f3f8bbe6f193681cf2ce4fb8297

Observation db7d871e-8f29-41da-b4b9-2858dbc4f192 · outbound

This paper cites Using the numbers [1, 1, 6, 9], create an expression that equals 24 using basic arithmetic operations (+, -, *, /) and parentheses.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Using the numbers [1, 1, 6, 9], create an expression that equals 24 using basic arithmetic operations (+, -, *, /) and parentheses

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.467966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:5dd4589d90a4f568d65a015f4252de0ac3cf8c5a7390c76ea90acb734e3209f9

Observation 59c27857-5950-44b2-96c9-b1426574b1ef · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.463868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:bf5ce0e58d3c0554481244c1a95207ae10af8c1dd53089e7fd767fca2d35ce6b

Observation 59be2cfc-5abc-4343-a63a-17368d1084a9 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.778115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:17bb90cc35755676d9cc2be07a76aba96d6c049ecf407d0a5167a099e4253433

Observation 8016d00e-4416-4223-8655-762bb1f5578e · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.675207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:5459a14316f27220bc1d7f5e57a609d43e2a140b70720dc443bfbd74b502e4b5

Observation f27047ff-88f3-42d1-b468-f177286adb59 · outbound

This paper cites Wrong Prediction from GPT-4o The given symbols are written in Sumerian cuneiform and follow the Babylonian number system, which is a.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Wrong Prediction from GPT-4o The given symbols are written in Sumerian cuneiform and follow the Babylonian number system, which is a

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.489509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:420b6a2ab29f3f1456213c190ad82ce3d9af07218737cd92001cd4ea822e2009

Observation 923ca69f-76b6-48f0-a3c8-cbf1a2de6d04 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.658265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:60a06db1db88c659d8d1641f64f89d77cc1ffbc8fc6d6096bd5b5c7747b2cc16

Observation 68f480ab-7533-43f1-84a4-f0afc7ab152e · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.541930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:49b815d984635463fb294a7a671986d1a86a7fc6d54df89699e141939545b6e9

Observation 4889e447-6841-4987-b9e6-14923bbfd41b · outbound

This paper cites Relevant tools.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Relevant tools

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.527120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:4aad29a8554b8caef4e2d4bd59444937726abef9d195eaaddc5caf8e7097a4f2

Observation af82245d-c2e5-4a3e-8973-1ade17f700e7 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.452910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:987414cba6df2b67004546840f56cdece685737dfa8383b6b3c64f8f3a49d347

Observation 114db508-8c4b-465f-9983-a267fd5df25b · outbound

This paper cites Babylonian number system Sumerian cuneiform symbols.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Babylonian number system Sumerian cuneiform symbols

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.716735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:ae46ab5012424668a4be5151f36e35fe7b25caf2b691ceb32a88aac0790b03dd

Observation 516baf24-c336-48e5-955f-6e3d0c6eab4f · outbound

This paper cites - represents the number 50.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - represents the number 50

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.680209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:3715ef73cdd0d611e38111eb4d89cdcd4758ac7156d1adcead05bc90cbfbc464

Observation 45945602-a36e-4412-ab5b-e0d565db3f2b · outbound

This paper cites Each position represents a power of 60.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Each position represents a power of 60

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.672443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:dc8c8cca7bd3c2c898de321141bc8d80499cfb012b17ca439e5075761475043e

Observation 9057e7e3-8a36-4aa9-8556-bb7d14fc04ba · outbound

This paper cites This suggests two separate groupings, which can be interpreted as two different positional values.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning This suggests two separate groupings, which can be interpreted as two different positional values

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.811217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:881625294a443a0efabf58af68e9353c179b12256a9e5c69c4ef9c83ebb0a7ba

Observation 9c50eed0-204f-4830-8f6e-9f6044de17d6 · outbound

This paper cites - The second group (50 + 6) represents 56.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - The second group (50 + 6) represents 56

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.789611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:73d80a6bab9965ff57732d9640b51169080b1487bd52d67f679fdb05a7920072

Observation ecac35ac-4f79-4b0a-8698-f2ad484c4834 · outbound

This paper cites Therefore, the Sumerian cuneiform symbols convert to the Arabic numeral 536.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Therefore, the Sumerian cuneiform symbols convert to the Arabic numeral 536

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.626872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:d5b8a28234138bc3ea4f73dd94880094dfa1bc91fac43272547ce0855b269962

Observation edbbb4b5-65f2-476b-ab16-b00873284717 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.792941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:bd367d8c6869f234bc1eed8627e2369e55753e3e69f7c27345daacf36f3d114e

Observation f6587222-bcbc-4a62-8811-580d02cfb5e7 · outbound

This paper cites Relevant tools.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Relevant tools

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.645310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:1ef5e2b72952e13ba53f8d6c8f805629b3ec6d70b4037b3de7ffdb5506e4c718

Observation c68a9a56-7190-47c3-9f8b-1c68229faca2 · outbound

This paper cites However, it may have limitations in complex medical images.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning However, it may have limitations in complex medical images

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.814469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:10fc5bcda6dcce2b75b96a4dc37149f46604ed80e862b3e13e9739c6285aa849

Observation f126ce23-7a0a-4b1c-9a90-d10832258dc6 · outbound

This paper cites source.jpg.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning source.jpg

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.748600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:781b34693436d39c6d47835ebb3e8aec9fc200549c0217ab9555bf864a5bc9f9

Observation b6fd098d-044d-42ab-9e77-9cdee28deec8 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.639220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:84f9a02a9dacadceb5c2c8217efc8c51c541aea5bc6fde455002679b7f596e39

Observation 0bb4cc72-c1c2-4c24-8d30-681a1c56f74f · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.505564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:3e834a535b2b40e1990d7256dbaf1fd2b403e52a97ee4da463cfedf04ea60662

Observation f9ee6fe9-bb62-47aa-9181-ebd2fbb21295 · outbound

This paper cites Relevant tools.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Relevant tools

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.801715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:3202df836c083eab783090408dcc64f20fc0834340e6491710b900c18e8da900

Observation 7b098bc3-d4f9-4261-b6b8-645d81f1f786 · outbound

This paper cites tissue.jpg.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning tissue.jpg

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.457623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:34d9adaa74df5210cb0e3438e7ed22cbca563c5add95aac102d282ffc824f7b1

Observation 6576f5d0-5792-4f1d-9381-617ca0182212 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.751954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:84408a7a22d7d7c2d96d9f090ca853e8c6463dcb7aa15a854fe56005598dc68d

Observation cfca1f77-a638-4044-bf9d-b1c08d4273ba · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.460138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:19b2e7a87e61e3c7f0ddbbba03307268b5d550c236978bf1e4442a5c6a5df126

Observation 5c583e91-3a8b-4c4d-b366-899f1c9b39c5 · outbound

This paper cites Relevant tools.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Relevant tools

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.706056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:9140ee728a5c7664eea269b9da12d3318dc95b6183fceca45118a4eade59b15a

Observation 33807a4c-44f8-428b-92de-3d588580946c · outbound

This paper cites appeal to indignation fallac.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning appeal to indignation fallac

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.576937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:4810c0bfc66882eda0b3047c102b5124c4083d5d61b91f78f44ec624e1b07490

Observation 60633017-b886-494b-9810-470a5a708873 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.546465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:e45951da8e28b1aa7bcddff3075a16065c4a4ea9284bd6eadf39a26d45473426

Observation 95d758e4-796a-44bc-836e-45d0ced13279 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.786600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:530e9264913844d61d00dcc267fb286d16ed50d0b4b819beccca5baa78f2e0e7

Observation 64da5faf-8f65-4be7-8431-c0cf6632af22 · outbound

This paper cites After 3 minutes, all fresh kiwis will be rotten.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning After 3 minutes, all fresh kiwis will be rotten

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.648450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:f62584290c8885d1683bdcbcd080fd27ea34a45c8c74959b288431c9ab899ff0

Observation d70b104e-ddd4-4960-a073-e15971a201f2 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.514654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:d2e9d67916e6d89864d5cf05e28a8ef80a84e020ab39034ab6f996be848d8f2a

Observation 10c9fcde-2f41-477b-b95c-0d77acb42557 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.632832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:a41fa82f11411d1aaea7fcfce63ba96b0ba612ca300a923d7ce97b6dd487a1ed

Observation 2e769d2b-f795-48aa-a65c-f5f9f97a9927 · outbound

This paper cites Relevant tools.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Relevant tools

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.799182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:06e80fe8cf9511a9c519216cb6cff95c9387206ea53cc16c60ef358f0677888a

Observation c55f774f-1089-49c7-b2ad-d6d6641c1e23 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.807778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:1f9a155d7f078dce32937da3b2a424521e041d2bc729d3611fdfe0a50fd1434a

Observation 74419420-3d5f-4421-9bd8-97eee8da7dba · outbound

This paper cites Additional considerations: Ensure the image is accurately interpreted to correctly identify the initial state of each kiwi.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Additional considerations: Ensure the image is accurately interpreted to correctly identify the initial state of each kiwi

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.780625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:7ee525f583df8f58057ff85e94988278a4d9fe49d4958660a3ee818bc2780108

Observation 54769c01-007d-4365-9e61-c5e0dc7f8f93 · outbound

This paper cites an unresolved cited work.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-05-23T06:27:39.651404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:9d585b9fd2e89c88103198e82550a98ea870c70663446dc77e645b57acf85095

Observation 5cb9fe62-32e7-4085-b1e8-f681e76d2eae · outbound

This paper cites The fresh kiwi in the top row, right, is not adjacent to any rotten kiwi yet.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning The fresh kiwi in the top row, right, is not adjacent to any rotten kiwi yet

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.511068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:9c42bf3629a88b0c87f0619636c930bd251d6b8fa77a301f97cd9261d2ffd3dd

Observation 18ea7cf5-c0bb-43e6-8100-10b94614c3f5 · outbound

This paper cites The fresh kiwi in the top row, right, is still not adjacent to any rotten kiwi.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning The fresh kiwi in the top row, right, is still not adjacent to any rotten kiwi

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.442647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:668054926c9a5c9cde5d7f0d14756eb06dc8a543dd370baa649946a5feec86dd

Observation d889cead-2e17-4d7f-9c83-c06a5b46eaa5 · outbound

This paper cites Conclusion: It takes 4 minutes for all fresh kiwis to become rotten.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Conclusion: It takes 4 minutes for all fresh kiwis to become rotten

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.591787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:69f6fb659bab0fd9e0d9c354f2b8f8530795c8ed749c6a4bf5d814b190fd43f4

Observation 4438de56-c406-4a3a-befb-0253b9002d44 · outbound

This paper cites The analysis revealed a growing interest in integrating LLMs with various domains, emphasizing their role in enhancing scientific research, education, healthcare, and more.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning The analysis revealed a growing interest in integrating LLMs with various domains, emphasizing their role in enhancing scientific research, education, healthcare, and more

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.623967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:f73e019c6657ee626e99d1fbc8df4d1c41ce385d9cf051ef92d954bc4be0e6fb

Observation 58a1d1d4-f330-4964-a798-bfaf7115acdb · outbound

This paper cites AI Agent for Education.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning AI Agent for Education

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.518839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:e2c4fa62025907d08e25a4ac2509ce72da6511e2d341f6c52b5e59188f0a11f9

Observation 051deb24-e2c3-4eae-a2ec-c2edbde00d4f · outbound

This paper cites - There is a significant focus on improving the reasoning and problem-solving abilities of LLMs, as seen in the development of reasoning language models.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - There is a significant focus on improving the reasoning and problem-solving abilities of LLMs, as seen in the development of reasoning language models

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.724509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:9c5b500a3772c932adac89599963032e8e7630430e29f33020154172f3b2e162

Observation 87d962b8-1192-4fac-bdb6-4733158187ed · outbound

This paper cites - The use of LLMs in healthcare for tasks like mental health support and vaccination information, with a focus on ensuring accuracy and equity.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - The use of LLMs in healthcare for tasks like mental health support and vaccination information, with a focus on ensuring accuracy and equity

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.614187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:d66a21c18ba807d210f23159f32070999c2738c5dc6caf004d0a6a3a366d2fed

Observation d4e34167-6666-4deb-b024-47acbdbdf487 · outbound

This paper cites - The ethical implications of LLMs, particularly in healthcare and education, require ongoing attention to ensure equitable access and outcomes.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning - The ethical implications of LLMs, particularly in healthcare and education, require ongoing attention to ensure equitable access and outcomes

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.775297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:6d686ec4a9feceac0bce0df2a6bb66fc06fc08633fdb4b23975100fe0c529988

Observation 544a36e7-8afc-44a1-ad58-6ba89c4580f5 · outbound

This paper cites These models are enhancing capabilities across various domains, from healthcare to education, while also presenting challenges that need to be addressed.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning These models are enhancing capabilities across various domains, from healthcare to education, while also presenting challenges that need to be addressed

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T06:27:39.494017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T02:39:18.259822Z digest=sha256:da23a4e1a8b96cfc589442767e6265f0f5afe3c582c57f76c6b553d988d21973

Pith citing papers

Observation 607f9358-497b-40fe-a203-0df6c0a3ebf2 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 138

Resolution
verified exact
local_arxiv, observed 2026-05-15T02:57:38.511225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T02:57:37.873567Z digest=sha256:f24212800bd78c91f64e9e3be44fd226d899f06bd5a41a00fce484342456e7d2

Observation ff5eed1a-dca4-43d8-adc5-81b5350ef655 · inbound

Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary cites this paper.

Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-05-19T11:37:15.894341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T11:34:44.319579Z digest=sha256:e061c7709137f48463d5cf6d8d099471c91c3872b4e6981deef65a13ee0a6447

Observation 51118ed4-9878-45fe-b76f-2d5cfaf13780 · inbound

Agentic Web: Weaving the Next Web with AI Agents cites this paper.

Agentic Web: Weaving the Next Web with AI Agents OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 143

Resolution
unresolved
no resolver link, observed 2026-08-06T13:05:39.593482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T13:05:39.593482Z digest=sha256:c833174f0a0ffed9587d6a5338c8ed382368e9f8182082eec0b0ff09c1b4a9b4

Observation dc5ac92a-83c6-4504-85df-12bba933ebb1 · inbound

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" cites this paper.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-19T01:12:54.898396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T01:12:06.841654Z digest=sha256:b54fd646a44ec2aa03bf3fee42b9d91ef829b7f1073c3e2749a840552fe4e96b

Observation 4a8c95eb-c8e1-46da-b16e-ef04292fc151 · inbound

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" cites this paper.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T00:55:37.402919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:55:37.402919Z digest=sha256:27cc658d3a2b3e6695b3812025477a8cdadbe98f14031143180ff4162414c51b

Observation 690603bd-fe65-4b44-b106-79445d2926fe · inbound

RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows cites this paper.

RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-18T13:42:38.495079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T13:42:27.605436Z digest=sha256:312093802bb462227d2834255ba6b6afa64189ad8592525d81d3ff00740721da

Observation 5f3dc11a-54fe-4313-ae9f-1bc43bee917c · inbound

E-valuator: Reliable Agent Verifiers with Sequential Hypothesis Testing cites this paper.

E-valuator: Reliable Agent Verifiers with Sequential Hypothesis Testing OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-03T19:10:12.487141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T19:10:12.487141Z digest=sha256:87a86e436796fb76885115c24ecda4b4ca3da93fb6cff48453af22316009e467

Observation 96fd8ee1-4c9c-4661-804f-5ad67d3a5c94 · inbound

Agentic Reasoning for Large Language Models cites this paper.

Agentic Reasoning for Large Language Models OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 210

Resolution
verified exact
local_arxiv, observed 2026-05-17T15:14:26.235498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-17T15:14:25.558878Z digest=sha256:5bfe8b19f962220de6c142634324d92f3f88630b97100be96055c739c207a8b7

Observation 84102c6a-5b98-46d6-ad86-ac675b275486 · inbound

ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation cites this paper.

ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T03:30:06.614885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:30:06.614885Z digest=sha256:672a53ccbe1246e2d312286d1b1917b758cf5355513f208b63c0474424fcc460

Observation 42bbc110-5cc4-4afe-9541-f1ba681c3965 · inbound

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

OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T22:10:51.103694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:10:51.103694Z digest=sha256:c7b6977f9ff028ec8b9e4a6e3bba6b4c786fb1c4d54d14539f454e45a75f253b

Observation a080e7ce-0bba-4478-9175-acae6f3496fe · inbound

Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents cites this paper.

Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-14T19:59:59.030585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T19:59:59.030585Z digest=sha256:e10256f8bd506d5c1691a4314c7f5857ca1867be7024807a92161c53db7534b7

Observation f66b40a4-1286-4668-a265-75554a46b988 · inbound

GLANCE: A Global-Local Coordination Multi-Agent Framework for Music-Grounded Non-Linear Video Editing cites this paper.

GLANCE: A Global-Local Coordination Multi-Agent Framework for Music-Grounded Non-Linear Video Editing OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-10T23:20:51.158602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T19:13:30.400059Z digest=sha256:fe81c747381a89b0020ad55f264fbbb1ddacbd4c46881d9b698b6ebaa02dde3a

Observation 2186a147-82ed-4ff2-ae58-2794cef4bc42 · inbound

Tool-MCoT: Tool Augmented Multimodal Chain-of-Thought for Content Safety Moderation cites this paper.

Tool-MCoT: Tool Augmented Multimodal Chain-of-Thought for Content Safety Moderation OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-15T11:00:29.117741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T10:59:57.591901Z digest=sha256:83addc708ccf09bed135d5b79a9d8d398d31abdd2763e837274223fa6b588903

Observation a9bfd2ca-8554-4403-b7bb-2ad224f6183c · inbound

Agentic Frameworks for Reasoning Tasks: An Empirical Study cites this paper.

Agentic Frameworks for Reasoning Tasks: An Empirical Study OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-05-10T09:08:26.169079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:51.573913Z digest=sha256:188b48172335e64a2f82166089d5b426980b87e8a065c75632ffcaa63fdf0794

Observation 93e2a054-04ae-4dd6-9645-1f729a62b45e · inbound

Agentic AI for Remote Sensing: Technical Challenges and Research Directions cites this paper.

Agentic AI for Remote Sensing: Technical Challenges and Research Directions OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 72

Resolution
verified exact
local_arxiv, observed 2026-05-11T21:46:27.355076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T04:29:22.477531Z digest=sha256:d1cb9ff67928f9aeb9a6c9b6864c48eea954c5d4d755cc62514b7e68b78c5934

Observation 7625fdcb-fb90-4267-a0cc-d21e35b569c6 · inbound

Agentic AI for Remote Sensing: Technical Challenges and Research Directions cites this paper.

Agentic AI for Remote Sensing: Technical Challenges and Research Directions OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 72

Resolution
verified exact
local_arxiv, observed 2026-05-14T20:59:27.732306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T20:55:38.841743Z digest=sha256:2b359c798ce60a2ae8621f4f29e5fc805341d155f3be6a4c1d55962a95737a22

Observation b47666e2-dc17-44ad-ab4a-fcb01791f3c8 · inbound

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents cites this paper.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 48

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:31:12.089287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:cd3497dc524661f781d041eb96eec64474c393d55acc83323960ae08d8cf3978

Observation 117c092d-ed66-43ab-87f2-9b49b8a0b10d · inbound

Inference-Time Budget Control for LLM Search Agents cites this paper.

Inference-Time Budget Control for LLM Search Agents OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-05-11T19:31:07.769148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T11:51:02.872129Z digest=sha256:672553f7f70ddae925297c8198c3492e9c3ce0c3d0c0dbf2830f16a059d11053

Observation 9449d26b-8a99-4d20-a38a-d0925adc0582 · inbound

Any2Poster: Any-Source Poster Generation Across Modalities and Domains cites this paper.

Any2Poster: Any-Source Poster Generation Across Modalities and Domains OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-07-01T22:56:20.027501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T14:54:24.742933Z digest=sha256:2fd165c5b6e90e147de3a1cfd079c1da886b52cd99f148bab6f5eb96390e7a77

Observation ed4680ce-8773-47ac-860f-8880d8df6d21 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 161

Resolution
verified exact
local_arxiv, observed 2026-07-03T05:57:41.222089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-27T12:59:51.091008Z digest=sha256:fb74ec502aa6294ef2501cf02cce820da233f84daf9a5e441cd400c87b3d6632

Observation 8d943e36-4530-4483-a95f-8e6376c46e16 · inbound

VDAR-Router: Adaptive LLMs Routing via Verbalized Query Difficulty Analysis Retrieval cites this paper.

VDAR-Router: Adaptive LLMs Routing via Verbalized Query Difficulty Analysis Retrieval OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T16:11:05.754591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T16:11:05.754591Z digest=sha256:bd70a700c7342e27a7143d0dd21c1e6b0f6f2494f9fecc85f78ab1a79f52e8b0

Observation 442df222-3a39-474c-8af8-fa6cdfc7fab2 · inbound

OpenClaw and Ollama in Agentic AI: Toward Fully Autonomous and Scalable AI Agent Systems cites this paper.

OpenClaw and Ollama in Agentic AI: Toward Fully Autonomous and Scalable AI Agent Systems OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 130

Resolution
unresolved
no resolver link, observed 2026-08-03T00:55:57.733003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:55:57.733003Z digest=sha256:0208e1374b5a8c1044f849fe6b7a2b6e8d2285e53ba27d136191d56774099cd4

Observation 03417896-7bcf-431b-b508-056e1759f143 · inbound

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach cites this paper.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T23:40:44.158157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:40:44.158157Z digest=sha256:41a6ea5d25b56badea506d0ebc044ad34f83d0c5d567b9ba0cb403e6d31dff6c