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Paper Citation Record · LEDGER

Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2508.13678.

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

pith.paper-citation-record.v1
2508.13678 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:29:55.496438Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:58:33.478998Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 534b6aa2-13e5-46d8-8691-d548448ca3fd · inbound

Adaptive Information Control for Search-Augmented LLM Reasoning cites this paper.

Adaptive Information Control for Search-Augmented LLM Reasoning Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-03T05:39:30.803802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:39:30.803802Z digest=sha256:61b80ef1da77d9518ef7aae881cd5b8bfbd545e3327ec0f1a798b081fc567549

Observation aeb6a1f5-5895-4c92-9eb4-b691d2cf11ed · inbound

Simulating Human Cognition: Heartbeat-Driven Autonomous Thinking Activity Scheduling for LLM-based AI systems cites this paper.

Simulating Human Cognition: Heartbeat-Driven Autonomous Thinking Activity Scheduling for LLM-based AI systems Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:43:12.176767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-14T22:40:13.878843Z digest=sha256:1aee7d1fda214e9fbaedf198189ce8c37c2befe3533d869e4ca09f2456f3d3a6

Observation 771dd589-fb88-4f1c-9dd5-57b6a22b4ca0 · inbound

Bounding Boxes as Goals: Language-Conditioned Grasping via Neuro-Symbolic Planning cites this paper.

Bounding Boxes as Goals: Language-Conditioned Grasping via Neuro-Symbolic Planning Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:58:33.480378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-27T06:46:45.209053Z digest=sha256:05524eecd6ebfd7b18844f06c5c7c43c9c69fdc99287a0d3c9c3d163d2d117bb

Observation 85cfd081-69cc-4edc-bea0-b0a3228fdfd2 · inbound

SymDiag: Explainable Diagnosis for LLM Reasoning via Neuro-Symbolic Verification cites this paper.

SymDiag: Explainable Diagnosis for LLM Reasoning via Neuro-Symbolic Verification Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-14T04:29:55.496438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:29:55.496438Z digest=sha256:0a24278e41d5bc46aced5f3240dc50274c2217a6d455af478800b608e4a16c11

Observation feb31519-26c2-4062-bab0-0cf08c2addda · inbound

sLTN: Structural Logic Tensor Networks cites this paper.

sLTN: Structural Logic Tensor Networks Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T05:36:02.786569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:36:02.786569Z digest=sha256:4059c18b07863dc55b656cc90c2aed841cc9bdb1854a82137a8e5bbeb8aab156