Paper Citation Record · LEDGER

MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2309.10691.

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

pith.paper-citation-record.v1
2309.10691 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:12:01.390439Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

16
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cc51e12d-9b0c-4636-b45d-2e8181925a91 · inbound

MORTAR: Multi-turn Metamorphic Testing for LLM-based Dialogue Systems cites this paper.

MORTAR: Multi-turn Metamorphic Testing for LLM-based Dialogue Systems MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:22:56.721158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fefc07c8-f462-46ea-bdda-247b2719279a · inbound

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks cites this paper.

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 276

Resolution: unresolved; no resolver link, observed 2026-08-16T10:12:01.390439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0d9f5f-27ce-4fbb-81b7-6f27b5f70e55 · inbound

ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production cites this paper.

ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-22T15:44:58.119606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2099b230-e2c8-494b-8a8f-8fc1a85b6b63 · inbound

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges cites this paper.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.362158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbc2158c-70d8-4b05-a080-05b7abb71823 · inbound

ChemGraph: An Agentic Framework for Computational Chemistry Workflows cites this paper.

ChemGraph: An Agentic Framework for Computational Chemistry Workflows MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T11:07:08.786395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe819c0f-4e05-4e74-b792-821941c5a143 · inbound

A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy cites this paper.

A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:00.986893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be19d469-391a-47f3-8e42-b4a525f8d81e · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 190

Resolution: unresolved; no resolver link, observed 2026-08-07T06:00:19.896513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27374b34-1684-49b9-9c3e-101ca3db1365 · inbound

Automating Financial Statement Audits with Large Language Models cites this paper.

Automating Financial Statement Audits with Large Language Models MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:53:15.549331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b717073-e197-45fc-ad3f-e3a5e158c86c · inbound

DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering cites this paper.

DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:33.977624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e0cb956-51fa-47cc-be48-1410d9573aba · inbound

A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning cites this paper.

A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:04.918820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18e33ee5-6707-45b0-b00b-a5fa0cd1ceac · inbound

GEM-Bench: A Benchmark for Ad-Injected Response Generation within Generative Engine Marketing cites this paper.

GEM-Bench: A Benchmark for Ad-Injected Response Generation within Generative Engine Marketing MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T15:55:33.882467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dce9817-e5db-4adb-a203-2e56ebe70506 · inbound

An Empirical Study of Testing Practices in Open Source AI Agent Frameworks and Agentic Applications cites this paper.

An Empirical Study of Testing Practices in Open Source AI Agent Frameworks and Agentic Applications MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:12:39.816366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 54ca4c07-5857-4c29-adaa-0985a18cbca1 · inbound

Continuum: Efficient and Robust Multi-Turn LLM Agent Scheduling with KV Cache Time-to-Live cites this paper.

Continuum: Efficient and Robust Multi-Turn LLM Agent Scheduling with KV Cache Time-to-Live MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:00:39.797394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f4751383-d045-463c-be3b-321ec00feebb · inbound

Continuum: Efficient and Robust Multi-Turn LLM Agent Scheduling with KV Cache Time-to-Live cites this paper.

Continuum: Efficient and Robust Multi-Turn LLM Agent Scheduling with KV Cache Time-to-Live MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T00:19:21.129190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0164b675-c62d-424f-afc9-63de5f2c3494 · inbound

Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models cites this paper.

Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T11:44:07.135108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29eb7da-c3fa-4131-9675-0118d26be51c · inbound

LLM-Based Agentic Systems for Software Engineering: Challenges and Opportunities cites this paper.

LLM-Based Agentic Systems for Software Engineering: Challenges and Opportunities MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T10:30:41.526303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d32cf886-8fce-4c05-b174-d866c7b8c931 · inbound

Qualixar OS: A Universal Operating System for AI Agent Orchestration cites this paper.

Qualixar OS: A Universal Operating System for AI Agent Orchestration MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:00:55.622769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f05026b1-8666-411f-8889-4c4da5e839d3 · inbound

Evaluating Temporal Consistency in Multi-Turn Language Models cites this paper.

Evaluating Temporal Consistency in Multi-Turn Language Models MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:36:12.942416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fc8facb9-335a-4d59-a160-5a2a4d7691a5 · inbound

AgentFloor: How Far Up the tool use Ladder Can Small Open-Weight Models Go? cites this paper.

AgentFloor: How Far Up the tool use Ladder Can Small Open-Weight Models Go? MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:21:10.587173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 29dad227-b50f-4304-88af-6fe780563325 · inbound

To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling cites this paper.

To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:36:10.316387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3ac429c7-71f4-4082-8f33-8e3c45480718 · inbound

A Language for Describing Agentic LLM Contexts cites this paper.

A Language for Describing Agentic LLM Contexts MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:21:09.182239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 077c04f4-2078-4930-8337-d5cb9dfc6c8d · inbound

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability cites this paper.

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-12T04:41:21.833327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 310ebe67-b272-46ba-a4de-a4da00752f82 · inbound

The Scaling Laws of Skills in LLM Agent Systems cites this paper.

The Scaling Laws of Skills in LLM Agent Systems MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:13:37.568810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 23514e88-d818-4ff8-81da-582867fa3c7a · inbound

Interactive Evaluation Requires a Design Science cites this paper.

Interactive Evaluation Requires a Design Science MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:58:14.000188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 90999811-e646-45b4-a6bc-ed75fca53284 · inbound

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science cites this paper.

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:38:12.096119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 63860cd3-a857-4659-a905-39e5599c0da3 · inbound

SeDT: Sentence-Transformer Decision-Transformer Conditioning for Multi-Turn Conversation Reliability cites this paper.

SeDT: Sentence-Transformer Decision-Transformer Conditioning for Multi-Turn Conversation Reliability MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:53:51.659118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6cb1c69f-d869-4e53-bca4-624b15c3ff28 · inbound

StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns cites this paper.

StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:19:23.870272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3fa3b650-be81-43d9-b8f2-967f5167901d · inbound

What Drives Interactive Improvement from Feedback? cites this paper.

What Drives Interactive Improvement from Feedback? MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T12:05:43.465485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7761b0a8-c03b-43d6-9ee7-f924f4de7fff · inbound

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness cites this paper.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.546745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.