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Paper Citation Record · LEDGER

Robotouille: An Asynchronous Planning Benchmark for LLM Agents

As of 9 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 5 inbound Pith citation observations for arXiv:2502.05227.

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

pith.paper-citation-record.v1
2502.05227 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:46:45.292528Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:51:57.959739Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T13:45:46.526857Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved37
  • parse uncertain2
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 160538d0-3722-4fba-8057-8264d9791167 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.905560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.107534Z digest=sha256:ea9a370655ecd62c8a5fdd3dc5bf7f571bb8d27aeb26838a268ea2f336f688a9

Observation f8e5e109-8d35-485c-a0b6-0d8f8121f0e9 · outbound

This paper cites A.10 F AILURE MODE TAXONOMY DETAILS Markov Decision Process To categorise the failure modes, we used the Markov Decision Process (MDP), where there are 4 main failure modes:.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents A.10 F AILURE MODE TAXONOMY DETAILS Markov Decision Process To categorise the failure modes, we used the Markov Decision Process (MDP), where there are 4 main failure modes:

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.896269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.111136Z digest=sha256:b77b5656ae5f210ae2c32ed9177c308e66d83d897f418ba3cdd0a74a7b4a0b79

Observation b015e2a4-3a71-49c2-bb36-5ed4ee3bdf41 · outbound

This paper cites TRAM: Benchmarking Temporal Reasoning for Large Language Models.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents TRAM: Benchmarking Temporal Reasoning for Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-09T00:46:44.995580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:46:44.995580Z digest=sha256:188086df82a153075d3cc55be2534ce27f6b241457adbb6486de5d34fe3affdf

Observation 9061db2d-05ad-4a74-bdf4-082de2a95942 · outbound

This paper cites Can Graph Learning Improve Planning in LLM-based Agents?.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Can Graph Learning Improve Planning in LLM-based Agents?

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-08-09T00:46:45.340206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:44.999588Z digest=sha256:0fb28a07371b65a8aba53d0ef558dfe40dfdaf65dffed1156b87ec4029a4c64e

Observation ca79258a-c69a-42dd-8b14-5654fe74ea35 · outbound

This paper cites transfer.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents transfer

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.830918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.138834Z digest=sha256:47062a1e30a7b0b146fd589a01184dc4daa520d6e7b732bbbeb420b2ac254d5d

Observation 9d21df68-4dce-47eb-837a-12530d688fdb · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.525374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.246038Z digest=sha256:53c938f88e947e8e59d6a169e79d453324d1f17580cb3cec801b7f797267353b

Observation 9283dcfe-058e-463e-91fc-0f83ecee77f9 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.516067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.249301Z digest=sha256:d0ebd7e896c69b480604ba49743a33db8784e3a142463a07524b223c80d11733

Observation 3eefc956-478d-4628-826f-cbd3d1f09ba1 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.886862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.116997Z digest=sha256:50c1da3b27d8f585a6728cec0e7184ab783ad3f2e37474f48eaa7ec79d005d08

Observation 194acfe3-fb55-46da-8822-2e1d9feee68b · outbound

This paper cites In using the MDP as a system to categorise failures, we are better able to see how the LLM bridges its knowledge of the real world to its understanding of new environments.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents In using the MDP as a system to categorise failures, we are better able to see how the LLM bridges its knowledge of the real world to its understanding of new environments

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.877705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.120823Z digest=sha256:583ba6111bc31ab6e4dad729a3f968c96c35139ac13ded3e214383fea1dc514f

Observation fb9831ef-8635-417b-b33c-826b7407c153 · outbound

This paper cites chicken1 is already cooked and in the sandwich.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents chicken1 is already cooked and in the sandwich

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.868352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.124448Z digest=sha256:8f04c6b0b16febfd19b2196b45f35e28acf3f3deb7afbab9e76047e0c2c37825

Observation ea13372b-1527-4cab-adfa-03b364d65af1 · outbound

This paper cites I see bottombun1 on table3 with chicken1 on top of it.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see bottombun1 on table3 with chicken1 on top of it

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.858771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.128256Z digest=sha256:720bab7744d1c1405712f15589ea161b8eaee0fec997fba418495dc4454e5730

Observation 5b636e70-3f2e-4858-9aad-930a0cf75de2 · outbound

This paper cites I see chicken1 stacked on bottombun1.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see chicken1 stacked on bottombun1

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.849642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.132060Z digest=sha256:1eaa06a6a3732cdcd69eaa772f2cec987fb94773ca39e5b429ce4164aa511110

Observation 7678bae5-a917-4505-95e0-93b2f3a84c96 · outbound

This paper cites I see cheese1 on table3.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see cheese1 on table3

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.840423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.135451Z digest=sha256:0195eb66c504e1f19f1d9a859fedf9f296d7c1b01bcc501b3731f4ca0d105fa4

Observation 249c381e-8767-42fc-81c4-cbd756cde5f0 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.821726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.142250Z digest=sha256:bfbd1c56163722c60ade5daccb8555b69483d983f905614bf90cdaec28f1484e

Observation af78ae64-000a-41b4-950e-422e2bed4504 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.812831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.145698Z digest=sha256:139957ea4285eb8a486fb57f77bd295ae967cd4cab8c15acb6325fc0b988938b

Observation 7e16cbea-ac35-4201-b89e-e09401db9383 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.803366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.148943Z digest=sha256:a8df983ea611f33273ab918586fbdffd0162ad694dfaf3096d9cfb3855bb04f7

Observation 5daf7828-c6a3-4a64-ade6-c398269fdd2f · outbound

This paper cites A Station must contain a single Item to perform an action on it.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents A Station must contain a single Item to perform an action on it

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.794150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.152244Z digest=sha256:c9b15ab7ee56037b32dc4151486f113050bdc4007d364bac4961104f82ca10ca

Observation e3949f08-0a95-42b1-ba3a-181b21e62a95 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.784224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.155495Z digest=sha256:7563934ec93d77814d96a5fd9ab8209425ed32dfe1d58b48f052d321a8736576

Observation 7365ada6-b07d-4894-88e6-35d2019d2d29 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.774308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.158999Z digest=sha256:bcab04566bf5d2d6d5bebecd1614d97bc083bafa791335b7a56099fdcd245dcc

Observation fe01443b-470c-4f6c-9ec0-d1f0a5700683 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.764739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.162411Z digest=sha256:adae23c499c0d3fc969d8758bd7fb7bee0dca258e84103e6b577aa9b49f6778c

Observation fc559a19-c8ab-4b01-9cfc-ab63cc39d935 · outbound

This paper cites Currently, I am holding onion1 and need to cut it.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Currently, I am holding onion1 and need to cut it

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.755032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.165706Z digest=sha256:40b46186c8b7c30329c160567c3f7b32cafb1311eecff5362f225765ddba3304

Observation dd07d570-3ae9-411b-b3cb-bc5c90692d71 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.745602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.168961Z digest=sha256:961f971af04b30bf4ba8556c2ff2bb8f612d3eca1eba2a3e7abfd47157fbe4bf

Observation 2cb8db56-40c3-45cb-8dea-7111d1c89a4c · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.736047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.171986Z digest=sha256:708c0462c525a0dc1bfab46499f75d4326807b9cee61467e8d72fb2e3a4162f2

Observation f3b0009c-605a-4982-8c70-30e88549df78 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.726212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.175075Z digest=sha256:b6077cadde63f86004763dd64a7fc4a18ab83d89b7452a6b00fb17a6936a0ee6

Observation f9134db5-d1d3-47a5-b070-3af86ef53cb4 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.716610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.178231Z digest=sha256:a8340a98e6fbecf676c5d201bca6c965828d25511f53b2e2cfce9ab00125067b

Observation d12af731-1b1f-4712-ae3d-75ab5d3dac03 · outbound

This paper cites A Station must contain a single Item to perform an action on it.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents A Station must contain a single Item to perform an action on it

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.706581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.181221Z digest=sha256:5f1820ad5259a2a281db99b2edaaecb2a9e64a59b170b4433c1a92adca4a7a5d

Observation f4e09739-c410-4bf0-8590-bb47858f6c64 · outbound

This paper cites I see chicken1 on table3.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see chicken1 on table3

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.687560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.188052Z digest=sha256:81f7075cce28706a30b869ae527aa4b584e29f4af7c5ca53b5507f2fba4d94af

Observation ed01e349-bab0-477c-b111-42f889b49562 · outbound

This paper cites I will leave it in place.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I will leave it in place

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.696883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.191158Z digest=sha256:8cb50a03c8f243096a9d723b001bac93c3ddbfb89d66496901e8483ecc1edd18

Observation cb53a8eb-6035-4db9-8e04-b69b0fbfacc0 · outbound

This paper cites I see chicken1 on table3.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see chicken1 on table3

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.677728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.194433Z digest=sha256:81b3f3413eb59c145d2e1638f7b20f80fc07590f5a594798b98a24e632571565

Observation 3b8ad1e0-5778-42d7-a51c-1190b277959a · outbound

This paper cites I see patty1 on board1 and patty2 on table2.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see patty1 on board1 and patty2 on table2

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.668528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.197646Z digest=sha256:912b1165f769e341f5ed4cb17449a64cb92197cf04e8264a9f43bd489f66269a

Observation 4d0cd175-4ed5-4c4b-9b83-f2941322b5f4 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.658846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.200782Z digest=sha256:f9af89a0be0c75c188c5e23f165bbe80a5d2cb6725acdbf28c07fbdd15795a6a

Observation 039cd05c-2347-4a56-9358-f98311b8c816 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 34

Resolution
parse uncertain
raw_fallback, observed 2026-08-09T00:46:45.649305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.204055Z digest=sha256:b43f0d7cfb3e653943110337730f4deaedb9aa3eab92e2b936edb7ed99df23d8

Observation a58018a5-b230-4002-8ecb-68c4414e9419 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.640031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.207218Z digest=sha256:62af1a1d5b10b05d7bbf696fa0eaea812563bf44222a2af87092f14fa78c789c

Observation badfc6b7-1929-4e46-8f48-2536d7adaee4 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 36

Resolution
parse uncertain
raw_fallback, observed 2026-08-09T00:46:45.629977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.210745Z digest=sha256:68c0207e3e1eeb5c24af88f5e3310cdf2b0a49a7f5ce348d3a64b61cd8b8614e

Observation 61f01d2c-9020-4191-823f-ea7e50e15f28 · outbound

This paper cites For the chicken sandwich with lettuce and tomato:.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents For the chicken sandwich with lettuce and tomato:

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.620519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.213908Z digest=sha256:9168621f89d671afe0360450876bf00c634dc4bbf729a3e465a07f23d118ac60

Observation 6e76b401-b367-4263-9e0a-bc4bf87328be · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.610674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.217004Z digest=sha256:cffaac0baa607408e4fd35c3f107d3e2ea500312de80ec8ba29c15fa9b0c542c

Observation 714ae53f-f2bf-4bad-bb3c-2053d79f545e · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.600882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.220216Z digest=sha256:1e443488abe6140ec962f84b09107278dc3c5c18c8c60873d90e9345695f5ba4

Observation 4974c106-a512-4b18-9965-3d6d168934c8 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.591565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.223274Z digest=sha256:3f8f6ced1293cbe2004ce5964a14b160bf2d668022b973bd4c605f2182f3528b

Observation 6bec4193-fe1c-4354-941a-028552c66c76 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.582454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.226401Z digest=sha256:79a0dd872d39824d37291103baddf8eaad86cc5b2d5b6cc9bc54fa02dbdfdc7c

Observation 9071a164-e9e9-4350-a90d-04b9f81a6f80 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.572833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.229590Z digest=sha256:1b3b0391658a1b2f6c5917bae0b22c5bf6a9cf7b0778466ca7a9f04bd8560048

Observation a0b37567-e610-4599-a98b-171e28479ea0 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.563363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.232888Z digest=sha256:69de03ad64d003233798aeb255cc1774830fe6c5580271ea1d1f23817d769c3a

Observation 31e724e1-61b7-4acc-8a19-f75d50a51984 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.553850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.236271Z digest=sha256:5103f111116fc554a678794b30983d9c83d57d13e33f7b9d0ec6e99367c6f9aa

Observation 59a2698d-7942-4f7b-bffc-c804847ff762 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.544319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.239442Z digest=sha256:a8eedd8eaaef3da031df8156199cc551e3b5a658b84291f87c9f9706ab2593c3

Observation 4470613a-f5ae-4440-ac4b-0474142498ce · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.534825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.242722Z digest=sha256:5b35be10b4d9a2e6a68e76b3b50b1ab25f82e5580aefdf25deda1416aa4f81e2

Observation fe2e7645-57ee-4346-b0a8-29724e8db478 · outbound

This paper cites For the burger:.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents For the burger:

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.506119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.252588Z digest=sha256:d0bab6839a9de2be22269a79df8238c4cf25c37fbfdb024bda1ba60501323b9c

Observation bbf69aee-0af0-4803-af5b-f0a7ae77fc7d · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.495934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.255935Z digest=sha256:3e4dfc107fcd944edc54a1923fc911aa0ff36a063146393698bde9883c8b9ce4

Observation 71a51181-f1c0-4ba1-9edd-5f663bda0549 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.485828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.259184Z digest=sha256:07eb796be9c3f475b733cd7c63579adfab5887c21515c7c592b4b7e8717a94fb

Observation a1d80387-77ba-48f6-b5c6-2193356e7fa4 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.473080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.262678Z digest=sha256:f9aae96e0b06b841d8017dc68372981168dc43673bb5334f72e870b6ff98f5ba

Observation 04627be4-03d9-49f6-8b11-831a9b024c74 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.463294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.265979Z digest=sha256:9b4e09078440deb6133a2de06b27b55d1066f732cc747e77d552f5afc5f83699

Observation 7917b002-7fe1-424c-bf0e-46fafa2e0295 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.453444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.269261Z digest=sha256:5fe954d619af4bee283ce9019b825513b18dd3635a115928f7e71756c18078ba

Observation 84509953-0242-4a24-8328-3c092b04f299 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.443502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.272692Z digest=sha256:012804d2ac3606bdccb39a52afeeeb32b8c41e6ca107d7d13df95303198db369

Observation 2b36471e-ab20-47a4-942b-55fa2b54f8ee · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.433361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.275969Z digest=sha256:0083ed129915bc794bf496451528862e9de5bac2438ac5f5d5a050e2fd11d1b2

Observation 80a9724a-f206-4e79-8c38-730cc4107bde · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 57

Resolution
malformed identifier
raw_fallback, observed 2026-08-09T00:46:45.422925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.279038Z digest=sha256:d27a0a8710d20333c3ec72609ffba65804b3315aeecbb24557c43655268f0527

Observation 6d15d80d-bb84-4251-8f64-f0e140879b7b · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-09T00:46:45.412695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.282398Z digest=sha256:c7d63a092190c4fe45f947a5b470e10ee5d832e53282cca73406f98fed67f12e

Observation d9f2e2ff-6572-403d-9799-0e76c729a4c8 · outbound

This paper cites After recovery, they do not make any more mistakes; they do not repeat the mistake after recovering.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents After recovery, they do not make any more mistakes; they do not repeat the mistake after recovering

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.402570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.285728Z digest=sha256:7ccd0db133d579b8aedfadf5df2239d3b7914942ff0fb24837581d72ca26f090

Observation ae635b6c-c3b5-4eb3-9c97-f15587494e22 · outbound

This paper cites In this case, they repeat the mistake after recovering.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents In this case, they repeat the mistake after recovering

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T00:46:45.391524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.289168Z digest=sha256:d2636c19cbbe581043797ec0cea8d7499a0b494e1209728efc42668307df6c80

Observation 19a9acfd-0bbb-43e5-8149-e3b4a2076692 · outbound

This paper cites However, they violate the same rule for a different action at a different type of station.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents However, they violate the same rule for a different action at a different type of station

Reference 61

Resolution
malformed identifier
raw_fallback, observed 2026-08-09T00:46:45.381224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T00:46:45.292528Z digest=sha256:3e4c31cc2b7e2a5d1f00ad171689cdef3cc105ebcf1529682f9fe30257be31c4

Observation df355c3e-ed79-4c69-8c95-f51996dfa92f · outbound

This paper cites Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-09T00:46:45.102458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:46:45.102458Z digest=sha256:49afb1562e871ebe6c9efee18819767e5987dcf9b675495360b746645b804625

Observation fb6f9b55-badf-4789-8334-9ce7ec8f17f8 · outbound

This paper cites Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-09T00:46:44.986471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:46:44.986471Z digest=sha256:f61df78777cb0e4629ac7eb284b1b90fbf85e388938fecf23777592eff5561ef

Observation 58d0af0e-1c11-4c50-aaf8-a24b9a04421a · outbound

This paper cites Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-09T00:46:44.991304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:46:44.991304Z digest=sha256:15902b516aeb883cc45d2425f75ad3573030aca177fb517738d42c040311e9ac

Pith citing papers

Observation 88b4104b-b631-46f3-a03a-60e9ae7c5a99 · inbound

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

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 118

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:57:38.459438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T02:57:37.873567Z digest=sha256:479307575eaeb75820ecfb3887f4969dbe57bf9a964508ced7122d83a23df2ff

Observation c3e2e1e8-768a-4856-8e18-01960b571f89 · inbound

TextAtari: 100K Frames Game Playing with Language Agents cites this paper.

TextAtari: 100K Frames Game Playing with Language Agents Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:57.959739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:57.959739Z digest=sha256:dc4a76c834ca44c99673b82a2d4bf323e4f0574568dd0413f0ebb6542552f15a

Observation 81332f97-1f0f-4be0-b2bf-56dfa6fb3977 · inbound

Engagement Process: Rethinking the Temporal Interface of Action and Observation cites this paper.

Engagement Process: Rethinking the Temporal Interface of Action and Observation Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:42:04.081015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-13T01:37:31.252556Z digest=sha256:cb492e8c298e827b0b4dbc9a531caf7a3c1380bd7dbf0985d697d3f114f54b9d

Observation 048e492d-b8ab-4189-ac00-425cf324dd72 · inbound

Engagement Process: Rethinking the Temporal Interface of Action and Observation cites this paper.

Engagement Process: Rethinking the Temporal Interface of Action and Observation Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-07-01T13:45:46.528405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T22:40:05.658212Z digest=sha256:29df9cb6f13a257bc54141d0e91b41f6c816d2ed8360f2b6f1411342370a32f6

Observation 6e370310-abff-4d23-b601-bdc1e74bd854 · inbound

Latent Action Reparameterization for Efficient Agent Inference cites this paper.

Latent Action Reparameterization for Efficient Agent Inference Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:48:12.875594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:45:20.306945Z digest=sha256:1a94bb8c2f3add1d1bedb4b2d725111cd377d804c40984a648e7e57a4232193b