Paper Citation Record · LEDGER

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective

As of 19 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.01300.

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

pith.paper-citation-record.v1
2508.01300 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:45:03.115208Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy2
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7bcef135-a0c1-4363-b6f9-eafcdf949573 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:02.967507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27933254-83de-4f78-9c50-787393827c2c · outbound

This paper cites write newline.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:02.972099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a77e6f4b-95fa-45b0-be4c-85b0c18aae13 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.516739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7762a400-a5a1-4073-aa03-9080f9205724 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:02.981001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d5397c-71d1-475f-a563-40847c5c695b · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:02.984778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 995a5476-a5ab-4a74-92b1-45f78489e9a0 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:02.988826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1124cc7c-fb8c-4965-8494-ef325c3b85ce · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.492352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 690831e7-d1e0-4357-a7b9-99f22b2b15e1 · outbound

This paper cites Dynamic Planning with a LLM.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Dynamic Planning with a LLM

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:02.996380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a08e391b-7fd5-477f-8fa1-8077d0af5c22 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.000870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd688dc0-49c1-460a-ba00-f1c88d12c781 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.475741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 86504be6-5394-4f65-a442-07ce0edf6311 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.465396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aca43f53-160a-4c3a-9901-81439453908d · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.012046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4f7874c-1628-452a-89c4-50d13a949e7d · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.447196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b6b317a-4f5c-46e6-84b6-71d76b6c2555 · outbound

This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Large Language Models Cannot Self-Correct Reasoning Yet

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.019631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d40b4bf-c530-4e54-a671-89b9a35c45f2 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.436684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c74d7fa-56b6-4904-a36b-4e790656d520 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.425107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36d98b25-4992-4883-91ea-3712f5d4588a · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.414441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 41887779-5861-4229-a194-40548f6ccde4 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.403060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 33196337-c8a8-4bf2-b227-25c1f100a390 · outbound

This paper cites S.; Reid, M.; Matsuo, Y.; and Iwasawa, Y.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective S.; Reid, M.; Matsuo, Y.; and Iwasawa, Y

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.037831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f293a37e-bb98-4a31-b3d3-c96cf512c5de · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.386376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7bd26927-87b6-4bfc-bd4e-223402efc138 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.375994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce1db747-6fdb-4c86-bd43-1601d07846a9 · outbound

This paper cites K.; Cohen, V.; Chambers, N.; Balasubramanian, N.; and Mooney, R.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective K.; Cohen, V.; Chambers, N.; Balasubramanian, N.; and Mooney, R

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:45:03.365381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 74e1c1b8-e4b3-451b-96d8-cb7372109992 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.353590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e4097255-2115-4202-bd1b-90a25f782464 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.340943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2944ef91-28b7-4231-887e-feee29dd5a0a · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.329133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4824b0ff-95db-495d-a127-e4e03e7ee340 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.318618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation be0cec3f-583e-48dc-9795-1c598da4b8d4 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.307043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4a6404d4-3168-4cc0-9d30-73f1aa44681d · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.295639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f54eb92f-ca92-4ba6-ad8d-9867b8c5dbd0 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.284968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 86ab1229-828c-4440-af9c-f8747e1b0c0b · outbound

This paper cites H.; Wu, J.; Washington, C.; Sadler, B.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective H.; Wu, J.; Washington, C.; Sadler, B

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.078433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bf4caeb-d9e8-4b0f-b413-0c9421b53300 · outbound

This paper cites T.; and Bing, L.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective T.; and Bing, L

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:45:03.267822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15a78660-e11b-4d2e-86c1-1a0ea06ecff4 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.257102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 65bb01b4-1143-4340-b28c-14f7c0f7c548 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.245729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ce41a11-2937-4c92-af23-8efe956f64b1 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective N.; Kaiser, .; and Polosukhin, I

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.092897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afe0d96-709a-45ac-b72f-e92c00b6af48 · outbound

This paper cites V.; Zhou, D.; et al.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective V.; Zhou, D.; et al

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.096607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7fc37fa-5c72-44d9-a506-0628ac49ef52 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.220052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 685f7f5a-9d71-487a-b823-7d9a0cad8887 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.207753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 245014f6-f9d6-4134-9fdb-4f8f7ada1ee7 · outbound

This paper cites R.; and Cao, Y.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective R.; and Cao, Y

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.108302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3d440e1-7c32-40ce-8b2a-8e506a57bed3 · outbound

This paper cites an unresolved cited work.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:45:03.189725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75c4d9ed-1a68-4745-8f4c-ba4adafced2b · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:03.115208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.