Paper Citation Record · LEDGER

MAVEN: Improving Generalization in Agentic Tool Calling

As of 7 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2605.30738.

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

pith.paper-citation-record.v1
2605.30738 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T22:42:11.459778Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T09:42:05.329537Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact11
verified fuzzy0
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 158a24d5-33b9-4218-b507-6547329b43dd · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

MAVEN: Improving Generalization in Agentic Tool Calling gpt-oss-120b & gpt-oss-20b Model Card

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T22:42:46.143973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec0e19cc-d42f-4d79-ad99-4bff5dda2520 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

MAVEN: Improving Generalization in Agentic Tool Calling HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T22:42:46.104453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36137cd2-46f3-4581-959a-cbf91d22d2db · outbound

This paper cites $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment.

MAVEN: Improving Generalization in Agentic Tool Calling $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:42:46.123403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b03ccce6-64ce-4c26-b971-2d567fae845e · outbound

This paper cites Acebench: Who wins the match point in tool usage? arXiv preprint arXiv:2501.12851, 2025 a.

MAVEN: Improving Generalization in Agentic Tool Calling Acebench: Who wins the match point in tool usage? arXiv preprint arXiv:2501.12851, 2025 a

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.107975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2abfce88-501d-4451-86b0-31dbfc20acb5 · outbound

This paper cites Towards general agentic intelligence via environment scaling.arXiv preprint arXiv:2509.13311.

MAVEN: Improving Generalization in Agentic Tool Calling Towards general agentic intelligence via environment scaling.arXiv preprint arXiv:2509.13311

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.129089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cacb1980-62da-4e63-b519-bb6e4d88023a · outbound

This paper cites On Robustness and Reliability of Benchmark-Based Evaluation of LLMs.

MAVEN: Improving Generalization in Agentic Tool Calling On Robustness and Reliability of Benchmark-Based Evaluation of LLMs

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.135066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce3c2b12-c59c-4d68-a973-4e6afe0b330d · outbound

This paper cites Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs.

MAVEN: Improving Generalization in Agentic Tool Calling Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:42:46.141231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a497ae1-a56e-4b3c-a908-df4ec41bc80c · outbound

This paper cites A Survey on Large Language Model Benchmarks.

MAVEN: Improving Generalization in Agentic Tool Calling A Survey on Large Language Model Benchmarks

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.138266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4cdd3aa4-380b-452a-8cc8-13d1571aec9e · outbound

This paper cites Ac- cessed: 2025-10-06.

MAVEN: Improving Generalization in Agentic Tool Calling Ac- cessed: 2025-10-06

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T22:42:11.459778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14dcb97f-1f27-4e5a-ad39-ba703115f706 · outbound

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

MAVEN: Improving Generalization in Agentic Tool Calling ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:42:46.114300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6939568b-f256-4022-9292-a412fca46502 · outbound

This paper cites and Tavor, A.

MAVEN: Improving Generalization in Agentic Tool Calling and Tavor, A

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T22:42:11.459778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20bb1bdf-8214-4d9c-89ed-5968b9f0ad95 · outbound

This paper cites OpenAI GPT-5 System Card.

MAVEN: Improving Generalization in Agentic Tool Calling OpenAI GPT-5 System Card

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:42:46.126021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7db4f82b-7ab8-4fb7-8e5b-9edf78dc28ad · outbound

This paper cites Kimi K2: Open Agentic Intelligence.

MAVEN: Improving Generalization in Agentic Tool Calling Kimi K2: Open Agentic Intelligence

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:42:46.146810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52b1eff2-1d14-4594-998d-684ede8daa10 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

MAVEN: Improving Generalization in Agentic Tool Calling ReAct: Synergizing Reasoning and Acting in Language Models

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T22:42:46.131868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 48cd2a89-b5e4-41b8-b8b2-86bdd3ccf020 · outbound

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

MAVEN: Improving Generalization in Agentic Tool Calling $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:42:46.120670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 826a85f9-54a9-40f1-8c8c-f40160d5e64b · outbound

This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.

MAVEN: Improving Generalization in Agentic Tool Calling GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:42:46.149739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 2ed10347-f040-4e56-9800-24b1fe5ca8d7 · inbound

Benchmarking the Benchmarks: A Validity Audit of Tool-Calling Evaluation cites this paper.

Benchmarking the Benchmarks: A Validity Audit of Tool-Calling Evaluation MAVEN: Improving Generalization in Agentic Tool Calling

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T09:42:05.329537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.