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Paper Citation Record · LEDGER

Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.03136.

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

pith.paper-citation-record.v1
2410.03136 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:47:22.180797Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T07:12:41.549046Z

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 597097c2-1baa-45e4-a4be-a1ec5bcd54e2 · inbound

ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents cites this paper.

ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-23T07:12:41.551426Z

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=2026-05-23T07:09:43.442736Z digest=sha256:1a7fb3939d03341032d67d3662769d51d114e06579397fe1e6130cc123bb09eb

Observation 099e01cc-e3d8-45c5-af70-45b54d5a7a0c · inbound

SAND: Boosting LLM Agents with Self-Taught Action Deliberation cites this paper.

SAND: Boosting LLM Agents with Self-Taught Action Deliberation Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:22.180797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:47:22.180797Z digest=sha256:a3dfea52450850e52653856de735d4bba3571d7656475dbdaa4628641f00adb1

Observation 9fc2c82c-07d2-4ffd-a13f-429c2d628ab3 · inbound

Graph-Enhanced Policy Optimization in LLM Agent Training cites this paper.

Graph-Enhanced Policy Optimization in LLM Agent Training Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-04T07:17:44.665336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:17:44.665336Z digest=sha256:43e1d64544f09e68fd04f72049e96c097cecbfbd7fa8dbd11af08921817315dc