Paper Citation Record · LEDGER

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems

As of 18 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2508.13371.

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

pith.paper-citation-record.v1
2508.13371 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:18:37.061873Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

33 of 33 outbound references displayed

verified exact3
verified fuzzy5
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0412c322-03d2-4809-9800-35d532878160 · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:38.621673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 79fa9c43-770f-4030-9fa2-f593108ee79e · outbound

This paper cites E.; and Nilsson, N.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems E.; and Nilsson, N

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:18:38.608853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92290f1c-62c5-4788-9e08-0fc458dc4edb · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T17:18:36.337153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71e9d3bb-07cd-4bb7-8080-a2ea02c78b6d · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:38.594937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 55d13dc1-fee7-47bf-84bd-875aa37103c7 · outbound

This paper cites LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T17:18:36.345518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18d6d9e3-65d7-4b3c-be82-e865684cbaae · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:38.503906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d448505c-e9de-40f0-bbbe-635dbb8161d1 · outbound

This paper cites Agent-Oriented Planning in Multi-Agent Systems.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Agent-Oriented Planning in Multi-Agent Systems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:18:36.355335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b105ce-4920-46d9-9788-9d593d8f470e · outbound

This paper cites Hierarchical Planning Through Goal-Conditioned Offline Reinforcement Learning.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Hierarchical Planning Through Goal-Conditioned Offline Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T17:18:36.359886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1cc439-7e98-484a-8e4e-c6f893e1939a · outbound

This paper cites N.; Zhu, S.-C.; and Huang, S.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems N.; Zhu, S.-C.; and Huang, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:18:38.401880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation adbf17a4-3b96-484e-8c91-1a87513692bc · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:38.302215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad2723b3-1e76-4c06-bf3f-16000f6ffe85 · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:38.191541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b969e784-b210-4df5-83fa-1a4e10da4ead · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:38.177924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bb9f384c-da68-4356-9a29-ff9ca69768ef · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:38.033186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9b22077d-d94e-411d-ba81-a974af5d22d0 · outbound

This paper cites LLM+P: Empowering Large Language Models with Optimal Planning Proficiency.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T17:18:36.557626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03eb26ba-1d22-468c-bef6-aaa287f93bea · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.926299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a61ec1f-a408-43b4-9138-c8d5d1122ca9 · outbound

This paper cites R.; Kalchbrenner, N.; Goyal, A.; and Bengio, Y.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems R.; Kalchbrenner, N.; Goyal, A.; and Bengio, Y

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:18:37.911593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c3f5bb7c-c747-4a32-8beb-9346b5c65634 · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.897566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6e78071c-656e-4636-83e5-5386a962a0a6 · outbound

This paper cites S.; and Kersting, K.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems S.; and Kersting, K

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:18:37.762213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6cefbf4-f5da-420a-b37d-7e2c4eb9ed61 · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.671989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa65e2ab-935f-4213-9ef5-9144a0ca86ea · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.654766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2cdbc35c-97eb-4dad-8bb5-831f7df86326 · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-15T17:18:37.103053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d95ccb4c-abbc-44fa-a81e-8a53e4bb7446 · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.494552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 43bfa67a-c9c7-40db-a7a2-afce9a2a745b · outbound

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

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems N.; Kaiser, .; and Polosukhin, I

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:18:37.426366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7dcc1723-1a91-4595-92df-fcc78c8bf209 · outbound

This paper cites Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:18:37.166651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db65df0b-32c2-49dc-aa21-001082f91469 · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.413176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 59067071-7a77-42b0-bdeb-eec79eae54bf · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.395307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b6328dd3-d7e9-425c-a779-e61e52eb1e77 · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.380220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ca7efe42-0933-47d8-ab58-fe5867a991ca · outbound

This paper cites Representation Learning for Classical Planning from Partially Observed Traces.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Representation Learning for Classical Planning from Partially Observed Traces

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:18:37.143981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7570e6d-055c-472e-97eb-cbcfb409eebd · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.364964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 35dc6781-7c1e-4ce1-bc88-7afb591d7772 · outbound

This paper cites L.; Cao, Y.; and Narasimhan, K.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems L.; Cao, Y.; and Narasimhan, K

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T17:18:36.916113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb0f716d-e7fd-40fc-9fdc-8105e09d5f4f · outbound

This paper cites an unresolved cited work.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:18:37.342469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6555a6ed-5f8f-4a50-87c6-878f700d5d08 · outbound

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

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems , " * write output.state after.block = add.period write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T17:18:37.029188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e46f5252-ffd6-42f8-988c-865455c1cf14 · outbound

This paper cites write newline.

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems write newline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T17:18:37.061873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.