Paper Citation Record · LEDGER

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning

As of 5 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2601.00086.

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

pith.paper-citation-record.v1
2601.00086 v3

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:12:24.092707Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T14:12:14.160789Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T14:15:54.901951Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc12e1af-41fe-4eea-932c-61451cf6b090 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:19.937332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e860218-9476-43c7-a63a-74ab392abae9 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.072275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036d0c42-8ede-4a02-808b-426da32e951c · outbound

This paper cites On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:19.525462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaf46ebc-9e82-4371-8416-2e9c1fdebe50 · outbound

This paper cites InInternational Conference on Learning Representations (ICLR).

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning InInternational Conference on Learning Representations (ICLR)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:19.616877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fce6211-cb01-47a7-819b-27c32bcb600f · outbound

This paper cites domain": [.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning domain": [

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.818084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e49a98d-f20e-4b77-9c9b-dfc4bc6158c2 · outbound

This paper cites RuAG: Learned-rule-augmented Generation for Large Language Models.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning RuAG: Learned-rule-augmented Generation for Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:19.845179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35af43cd-a015-4b2e-9dc1-d072115ff20a · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.562801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1af819-6778-4290-b43a-e3e231536e9c · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.687819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11ecf28-fb8e-4776-85cc-9a6b54837c89 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.180961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 587c048d-c5f7-4776-a773-ea0c5ff3b490 · outbound

This paper cites new_rule.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning new_rule

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.282997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a08088e3-0987-4222-ad08-34644b07fb1f · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.419604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 001042e2-b7ff-426e-a34f-257f0bbd24a9 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.521783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e380742b-54e0-4c3f-b684-1aab7bd7ae4a · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.617380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3c085ce-6ed5-4d00-a51c-baf4a5e42347 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.722782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbcdf77b-54f5-48c6-aad7-c72618d16b83 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:20.926491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 126a4075-6002-43f0-9e89-42f43ad3c8c3 · outbound

This paper cites if (domain=QUERY_DECOMPOSITION and qualifier=[MULTI_STEP_REASONING, DERIVATIVE_ENTITY]) then (action=[DECOMPOSE_QUERY, TRANSFORM_INPUT]) with strength=MANDATORY.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning if (domain=QUERY_DECOMPOSITION and qualifier=[MULTI_STEP_REASONING, DERIVATIVE_ENTITY]) then (action=[DECOMPOSE_QUERY, TRANSFORM_INPUT]) with strength=MANDATORY

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.028608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a8835f-a07a-455d-8df1-6f97ecaf020c · outbound

This paper cites if (domain=TOOL_ARGUMENT_VALIDATION and qualifier=[INCOMPLETE_DATA_REFINEMENT]) then (action=[REFINE_INPUT_ARGUMENTS, HANDLE_INCOMPLETE_DATA]) with strength=RECOMMENDED.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning if (domain=TOOL_ARGUMENT_VALIDATION and qualifier=[INCOMPLETE_DATA_REFINEMENT]) then (action=[REFINE_INPUT_ARGUMENTS, HANDLE_INCOMPLETE_DATA]) with strength=RECOMMENDED

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.133231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2d14bb6-a45b-4118-8ba9-14a45ea1db56 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.245778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26779303-3a3f-4737-a1f3-f978cf665407 · outbound

This paper cites if (domain=NAME_PROCESSING and qualifier=[NAME_COMPONENT_EXTRACTION]) then (action=[CONSTRUCT_ARGUMENTS, REFINE_INPUT_ARGUMENTS]) with strength=MANDATORY.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning if (domain=NAME_PROCESSING and qualifier=[NAME_COMPONENT_EXTRACTION]) then (action=[CONSTRUCT_ARGUMENTS, REFINE_INPUT_ARGUMENTS]) with strength=MANDATORY

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.355716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f4889a3-1fbf-4747-b5fb-d351bae22ed1 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.477559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 719494dd-a4bb-42c4-8b29-2dad59902b50 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.808511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e997309-15c4-457b-a834-ea06e32c5801 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:21.990481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0aee64d-7ced-42f0-af36-b9e2268f81c2 · outbound

This paper cites Use schema validation to confirm that the generated tool name exists before finalizing the response.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Use schema validation to confirm that the generated tool name exists before finalizing the response

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:22.124556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac6423af-43cb-4597-ba18-3e56364678d1 · outbound

This paper cites if (domain=GENERAL_INFORMATION_RETRIEVAL and qualifier=[TOOL_SELECTION_ERROR]) then (action=[SELECT_TOOL_BASED_ON_QUERY]) with strength=MANDATORY.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning if (domain=GENERAL_INFORMATION_RETRIEVAL and qualifier=[TOOL_SELECTION_ERROR]) then (action=[SELECT_TOOL_BASED_ON_QUERY]) with strength=MANDATORY

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:22.264507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee4fb93a-21e8-4ec6-82be-64a8e5af1626 · outbound

This paper cites if (domain=INVENTORY_MANAGEMENT and qualifier=[TOOL_SELECTION_ERROR]) then (action=[SELECT_TOOL_BASED_ON_QUERY]) with strength=MANDATORY.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning if (domain=INVENTORY_MANAGEMENT and qualifier=[TOOL_SELECTION_ERROR]) then (action=[SELECT_TOOL_BASED_ON_QUERY]) with strength=MANDATORY

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:22.459752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bddc84a-11d6-4108-84f7-d9218eae5e25 · outbound

This paper cites if (domain=INVENTORY_MANAGEMENT and qualifier=[TOOL_SELECTION_ERROR]) then (action=[SELECT_TOOL_BASED_ON_QUERY]) with strength=MANDATORY.

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:22.595477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a420250-df55-4511-8fad-a2308fa3e21c · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:22.767229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef5ce0e2-0138-4743-b2c9-3e62f9568923 · outbound

This paper cites if (domain=GENERAL_INFORMATION_RETRIEVAL and qualifier=[TOOL_SELECTION_ERROR]) then (action=[SELECT_TOOL_BASED_ON_QUERY]) with strength=MANDATORY.

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:22.880125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 668cc9df-2aa1-4f58-bb67-676ecf970bea · outbound

This paper cites Ensure the subtask aligns directly with the tool’s primary function as specified in its schema.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Ensure the subtask aligns directly with the tool’s primary function as specified in its schema

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:22.965512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef9078d1-189b-4481-a4e2-6bfbaa605f3b · outbound

This paper cites if (domain=GENERAL_INFORMATION_RETRIEVAL and qualifier=[TOOL_SELECTION_ERROR]) then (action=[SELECT_TOOL_BASED_ON_QUERY]) with strength=MANDATORY.

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:23.095850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6792d46-147d-487a-b83e-ce3bf9dbb183 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:23.291771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1a986b8-475d-4814-8815-ec52e5281bc4 · outbound

This paper cites an unresolved cited work.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:23.512215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31649324-abff-49b6-a30a-daa6aa0327f2 · outbound

This paper cites For example, if starting a process requires preconditions A, B, and C, verify and satisfy A, B, and C sequentially before initiating the process.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning For example, if starting a process requires preconditions A, B, and C, verify and satisfy A, B, and C sequentially before initiating the process

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:23.651855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8733ea9-505f-41dc-9c20-40124b05849d · outbound

This paper cites Ensure each prerequisite subtask is executed and validated before proceeding with the dependent action.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Ensure each prerequisite subtask is executed and validated before proceeding with the dependent action

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:23.837760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e6da368-0f4a-4035-8c93-39b60b6554f6 · outbound

This paper cites Do not reverse these roles, as it will misalign the output with the intended goal.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Do not reverse these roles, as it will misalign the output with the intended goal

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:23.974448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b033b36-6098-4acd-9510-8eb8459cf7e8 · outbound

This paper cites Do not attempt to infer the set by piecemeal or localized retrieval from individual components.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Do not attempt to infer the set by piecemeal or localized retrieval from individual components

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:24.092707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba9a2c3-e11d-4148-9b19-9937964e81da · outbound

This paper cites Qwen Technical Report.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning Qwen Technical Report

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:19.349869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c69873-8d21-4389-a3dd-f69053c687eb · outbound

This paper cites The Llama 3 Herd of Models.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning The Llama 3 Herd of Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:19.448254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24210e9a-d7d7-461d-a99c-9ee9836c186b · outbound

This paper cites ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T13:12:19.731725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation deeb3b2f-792e-4122-9b9f-b97fe61b83ee · inbound

Security Considerations for Multi-agent Systems cites this paper.

Security Considerations for Multi-agent Systems RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning

Reference 96

Resolution: verified exact; arxiv_id, observed 2026-07-09T02:20:28.442169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.