Paper Citation Record · LEDGER

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use

As of 5 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2602.20426.

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

pith.paper-citation-record.v1
2602.20426 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T20:01:41.734461Z

measured 36 of 36 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy13
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e6929fdc-0b41-4412-b912-7ed6fb23e3d8 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.059341Z

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.

Observation e4622d73-2b6b-4164-a2fb-250c782e0123 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.011628Z

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.

Observation d778dedc-5f3c-4395-9607-6607e6d4a00f · outbound

This paper cites good "`if you can find at least one meaningful , repeatable , successful call that returns plausible data . -`health =.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use good "`if you can find at least one meaningful , repeatable , successful call that returns plausible data . -`health =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.031870Z

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.

Observation 685cb7f0-4368-4ce9-af25-e0448faa152e · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.014920Z

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.

Observation 03b1dfbc-31be-4d51-b5ec-a7cb91da8d8b · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.035379Z

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.

Observation f48ef96f-3096-42ac-b487-6e0a7155d483 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.021760Z

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.

Observation 126aff41-7eac-4f8d-a10d-bdc695c2f21b · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.075692Z

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.

Observation 4a75bc7f-2619-4a3c-97bb-f0c6a699f4df · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:35.979730Z

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.

Observation 63e2af50-bba5-4e1e-8491-a89e8e906a14 · outbound

This paper cites final_answer.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use final_answer

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.052604Z

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.

Observation f6b4aa43-c5b5-4c0b-b930-27c48e024b1f · outbound

This paper cites If information is missing , probe with a minimal call.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use If information is missing , probe with a minimal call

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.068228Z

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.

Observation 8635588b-dcbc-475e-9698-8a2ddf3176c3 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:35.976248Z

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.

Observation a0cb12de-eef8-4cf1-a58d-73092d41f0af · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.081249Z

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.

Observation 28c5198e-6180-4952-a0c6-9f7c9ef021a9 · outbound

This paper cites from the list.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use from the list

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.045949Z

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.

Observation 46e2e294-8337-49a7-850a-0d015ad26036 · outbound

This paper cites subtask_output.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use subtask_output

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:35.993017Z

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.

Observation 7cca90ce-53ed-4bbe-9870-da87a448fda8 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.000524Z

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.

Observation 21925397-2596-45f6-8758-77e76172b0cd · outbound

This paper cites selected_api.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use selected_api

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:35.969261Z

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.

Observation 3aee7091-42cf-4dee-a817-236d7d41307e · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:35.996564Z

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.

Observation 83c07a6d-8009-43ac-8c2a-ebae53e3c459 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.018404Z

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.

Observation 42e0d922-5327-4975-bf94-e86f16a69384 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:35.965336Z

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.

Observation 7b427409-268a-40e0-bd66-b5d51babf159 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:35.972884Z

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.

Observation 5d597ac5-c021-4c76-9972-ec3599846854 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:35.989772Z

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.

Observation 9bf5a643-b57f-47d6-9fae-32c1f4d842ed · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.028351Z

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.

Observation 4389f2f4-09b1-4e56-80cc-db70f29da127 · outbound

This paper cites Missing required parameter X.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Missing required parameter X

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:35.986113Z

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.

Observation a26321ed-3251-4adf-b877-be260e0f102e · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:35.982900Z

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.

Observation 7642ad71-437c-4c17-b95c-8e4695b7a93e · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.071583Z

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.

Observation 14f27bb4-3f49-4c5d-a40b-e3d8bbe948cc · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.085082Z

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.

Observation 0c5d94ad-f2e4-436b-bade-8764cd2cbb04 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.055622Z

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.

Observation 8c2a380d-cf48-4211-a8d9-cfd7a21dc002 · outbound

This paper cites final_answer.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use final_answer

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.063894Z

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.

Observation bf60dfb6-91b7-4441-8175-bd1a306239b9 · outbound

This paper cites final_answer.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use final_answer

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.038795Z

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.

Observation fe745f53-fde7-49d2-85a8-b5755e415e90 · outbound

This paper cites Pass literal values , not variable names.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Pass literal values , not variable names

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.088561Z

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.

Observation 2726f471-b56e-473b-8c5c-d74f67728d62 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.049470Z

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.

Observation 656fcba5-37f1-4bd8-8d03-44190730a2b3 · outbound

This paper cites If information is missing , probe with a minimal call.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use If information is missing , probe with a minimal call

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.004633Z

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.

Observation 9350ff23-4d6f-4f06-8937-593b3672f2b1 · outbound

This paper cites description.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use description

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.042464Z

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.

Observation 9cf66de5-a8b9-4a6f-b2d3-2a167efc1604 · outbound

This paper cites an unresolved cited work.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-15T20:21:36.025185Z

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.

Observation 8f4f1059-45cf-499b-a183-02195ed18383 · outbound

This paper cites description.

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use description

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T20:21:36.008507Z

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.

Observation dac6e5c0-155d-4c4d-864a-ad6d3d209a79 · outbound

This paper cites longitude (re- quireslat).

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use longitude (re- quireslat)

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:06:34.170698Z

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.

Pith citing papers

No inbound Pith citation observations are available.