Paper Citation Record · LEDGER

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients"

As of 15 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:2508.04086.

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

pith.paper-citation-record.v1
2508.04086 v3

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:55:40.277298Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:55:48.499094Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:55:48.683369Z

Reference resolution

43 of 43 outbound references displayed

verified exact5
verified fuzzy1
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f06d8645-d1b7-4f1d-845f-9e236bd9fc2a · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:55:42.879034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ba83b102-e8f0-4ef2-b535-d1b8350092ba · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:55:42.787764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 57c1279a-e23a-41c6-af93-dae6d806f0bf · outbound

This paper cites Can Textual Gradient Work in Federated Learning?.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Can Textual Gradient Work in Federated Learning?

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:55:41.738358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4ba521d8-5e0a-4568-9fcc-1020145b3b6b · outbound

This paper cites MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:36.033373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddcd6e7c-16f4-43e0-893f-f84d0da11535 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:36.153331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b275d7c-048b-4bb8-ba7f-c6a785b6330d · outbound

This paper cites BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:36.282685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 597c7ba1-bae2-417c-bce9-715e9c2b1bea · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:55:42.621577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a78c9078-a0ef-4c68-8d4c-071847b91878 · outbound

This paper cites The Llama 3 Herd of Models.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:36.523530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 005f2351-91c3-4c30-b5b4-909b36c3870c · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:36.652517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc2ef1a4-a64f-454a-9313-870d81f4a892 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:36.775830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b44302f-82e4-420f-af5a-3a3b4b3f56b8 · outbound

This paper cites AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:36.894874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d73099-eb74-40b7-8ac9-439c8cd2f7d0 · outbound

This paper cites BlenderAlchemy: Editing 3D Graphics with Vision-Language Models.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:36.989900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f151cfb-1145-41d6-aedc-7aab202d85a5 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-06T00:55:40.622540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 14f11587-93f3-4b90-bf01-86968e856fd6 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:37.259549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a8c95eb-c8e1-46da-b16e-ef04292fc151 · outbound

This paper cites OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:37.402919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e9163e8-4e92-4470-8752-e814bfadf4f0 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:37.492424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f10dab84-5eb9-4364-9a24-04a2867995e0 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" WebGPT: Browser-assisted question-answering with human feedback

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:37.624535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d9b720f-5094-4b43-8afb-56a5ecaaffc4 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:37.762707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4845011e-2d66-49f7-b812-6aeb4ac482ed · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Gorilla: Large Language Model Connected with Massive APIs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:37.846828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02b4609b-f422-492a-9692-6521097907c6 · outbound

This paper cites Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:37.936163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 515253c4-bd57-4470-8ce0-bd2e682d4bae · outbound

This paper cites Automatic Prompt Optimization with "Gradient Descent" and Beam Search.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.065300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3eb1bb9-8898-48db-a08d-c58ab0e6f863 · outbound

This paper cites ToolRL: Reward is All Tool Learning Needs.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" ToolRL: Reward is All Tool Learning Needs

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.174491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed38b6c-3f09-460e-b499-90301820d2ff · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.275489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 854dade6-e2dc-4a06-8e65-629155901eb4 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.378788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f71d402c-4307-4e82-92d3-7ad60ba87bd8 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.480237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64400b19-ce17-40bf-a58f-76ec33f59c59 · outbound

This paper cites Retrieval Augmentation Reduces Hallucination in Conversation.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Retrieval Augmentation Reduces Hallucination in Conversation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.597428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b9737d-0de0-4c3a-b741-89ddd98b7cb5 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.706940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 261d69a4-36ea-472d-8034-5311e7f9cc52 · outbound

This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.823905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e75ec59-70c0-4a94-8293-924933feb9d5 · outbound

This paper cites Gemma 3 Technical Report.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Gemma 3 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:38.959765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3704f45b-a40f-497e-a16c-dd24ad6dcea8 · outbound

This paper cites Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:39.074175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e1b8c14-7af5-4f45-892f-5fd3ea66c41d · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:39.178701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84a9842c-573f-4b0a-b21c-ff0db03db164 · outbound

This paper cites ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:55:40.968836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c5c79ace-c5ce-429e-93b8-63f21be7d5ff · outbound

This paper cites Patil, Ion Stoica, and Joseph E.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Patil, Ion Stoica, and Joseph E

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:55:42.393851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation af993d0c-347b-4d3c-9a6c-79293472fcdc · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:39.546225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1b8ea4f-dba6-46dd-be6e-53d89981874e · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:39.676131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c147b6c-ea75-4141-a645-51790724a4d8 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 36

Resolution: verified exact; doi, observed 2026-08-06T00:55:40.411211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c2eeeb2d-2915-43e5-9c28-6c45ba252f14 · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" TextGrad: Automatic "Differentiation" via Text

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:39.874325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b1de87-018d-4e8b-98f1-3499c6c417d6 · outbound

This paper cites Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:55:40.750896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2e0e64b4-78b6-4968-8281-4a96fb8fc6c3 · outbound

This paper cites InstructPipe: Generating Visual Blocks Pipelines with Human Instructions and LLMs.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" InstructPipe: Generating Visual Blocks Pipelines with Human Instructions and LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:40.051270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c29a0801-d89b-4db2-b34b-801e98fba9ce · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:55:42.180863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dd48b752-aa5a-4581-9f62-9dd2998696e8 · outbound

This paper cites an unresolved cited work.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:55:42.012528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 93b6ac86-5cdc-438c-a348-f8c924634631 · outbound

This paper cites online" 'onlinestring :=.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" online" 'onlinestring :=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:40.223627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fad9ba7-51c4-4a4d-b09f-9fb6658db2df · outbound

This paper cites write newline.

ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T00:55:40.277298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 402027d8-5471-4633-a35f-6889d7b3ca8e · inbound

Prime Ideal Races With Several Competitors cites this paper.

Prime Ideal Races With Several Competitors ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients"

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:55:48.789720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fd8ba8b3-4841-44be-82d5-5e7371ad36c2 · inbound

Execution-First Synthetic Tool-Use Trace Generation for LLM Agents cites this paper.

Execution-First Synthetic Tool-Use Trace Generation for LLM Agents ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients"

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T12:17:55.574087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.