Paper Citation Record · LEDGER

Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2406.13858.

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

pith.paper-citation-record.v1
2406.13858 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:18:48.613281Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T11:56:55.208730Z

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 67889528-c02c-46cb-a5b7-cf087ec21d95 · inbound

Training Large Language Models to Reason in a Continuous Latent Space cites this paper.

Training Large Language Models to Reason in a Continuous Latent Space Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:29:05.809449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6e66541b-7af8-4987-a67d-fc99442dbf03 · inbound

Deliberation in Latent Space via Differentiable Cache Augmentation cites this paper.

Deliberation in Latent Space via Differentiable Cache Augmentation Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T05:18:48.613281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b38e74-faf9-4ff8-bc31-56789cc7703d · inbound

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space cites this paper.

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:15:43.548989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95cda9d8-45d8-47f7-a15d-53fc46ce30fe · inbound

A Survey on Latent Reasoning cites this paper.

A Survey on Latent Reasoning Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:30.529553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb52a3ab-2dd3-4923-a05f-1f75bd138d43 · inbound

Implicit Reasoning in Large Language Models: A Comprehensive Survey cites this paper.

Implicit Reasoning in Large Language Models: A Comprehensive Survey Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:36.720599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d35a979-4997-4732-8554-beb769d21f7c · inbound

How Do Language Models Compose Functions? cites this paper.

How Do Language Models Compose Functions? Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T11:06:17.722201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5fa126eb-8535-4e29-9357-885b3215c654 · inbound

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning cites this paper.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:35:18.361594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c585fb25-0502-4a17-8b97-1888d9474cf2 · inbound

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning cites this paper.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-21T10:44:07.740573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7c2f9138-9b45-4854-8c73-df59172ad631 · inbound

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning cites this paper.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06435401-2982-4c3a-8eda-406b2d124b71 · inbound

SeLaR: Selective Latent Reasoning in Large Language Models cites this paper.

SeLaR: Selective Latent Reasoning in Large Language Models Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:35:49.815108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fa802a85-1387-4968-9830-f30283e5aa6e · inbound

Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning cites this paper.

Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:56:55.210532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.