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Paper Citation Record · LEDGER

Efficient Sequential Decision Making with Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2406.12125.

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

pith.paper-citation-record.v1
2406.12125 v2

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 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:00:22.125335Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T10:48:12.936021Z

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 b52bdfb2-11c0-46d3-b3f9-7803b343a3a7 · inbound

Meta-Prompt Optimization for LLM-Based Sequential Decision Making cites this paper.

Meta-Prompt Optimization for LLM-Based Sequential Decision Making Efficient Sequential Decision Making with Large Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-09T18:00:22.125335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:00:22.125335Z digest=sha256:a51bebedddffcf559b4328e67cc2758d450898d1946dc506112db6d27dc4c651

Observation 562233f7-1593-4733-bd40-d1f9d4fb1cd3 · inbound

Large Language Model-Enhanced Multi-Armed Bandits cites this paper.

Large Language Model-Enhanced Multi-Armed Bandits Efficient Sequential Decision Making with Large Language Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-09T16:35:28.396588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T16:35:28.396588Z digest=sha256:1ddcdb6a9dbce6aa113a9a87795862b99ea3ef5e37f45ab473f43c94b7401ec0

Observation 022ea767-0bea-4755-bb6c-881bb25434e9 · inbound

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

Graph-Enhanced Policy Optimization in LLM Agent Training Efficient Sequential Decision Making with Large Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T07:17:44.587865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:17:44.587865Z digest=sha256:cfa0d73125baa948e8aa30b0ebb45ca4d0ba8b39c4043e7fffa41e5bafd6174e

Observation 670549be-5a6e-46d2-8915-a628671ec34e · inbound

When Do We Need LLMs? A Diagnostic for Language-Driven Bandits cites this paper.

When Do We Need LLMs? A Diagnostic for Language-Driven Bandits Efficient Sequential Decision Making with Large Language Models

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T00:25:51.290780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T18:32:12.396568Z digest=sha256:a9101959d84d11fc4af5aac33a33dea95a9c1ec0c5775d01d4b301f80b6ec2ae

Observation 32531d94-46d5-484b-be09-4b46037aecc0 · inbound

Latent Action Reparameterization for Efficient Agent Inference cites this paper.

Latent Action Reparameterization for Efficient Agent Inference Efficient Sequential Decision Making with Large Language Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:48:12.937732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T10:45:20.306945Z digest=sha256:fda03be896dd479f53d3a05ceaaa118d4e6e1e5534ab566ae74731209e0c0f72