Paper Citation Record · LEDGER

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2605.23574.

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

pith.paper-citation-record.v1
2605.23574 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T04:47:01.153482Z

measured 41 of 41 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 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

41 of 41 outbound references displayed

verified exact11
verified fuzzy24
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2f599ee-64d3-4434-8fbf-bba772e2e36c · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents AgentBench: Evaluating LLMs as Agents

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T04:50:20.436738Z

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 c368ad0a-ca43-4525-9f4b-8aa2e2467d3b · outbound

This paper cites Xu and Hao Zhu and Xuhui Zhou and Robert Lo and Abishek Sridhar and Xianyi Cheng and Tianyue Ou and Yonatan Bisk and Daniel Fried and Uri Alon and Graham Neubig , title =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Xu and Hao Zhu and Xuhui Zhou and Robert Lo and Abishek Sridhar and Xianyi Cheng and Tianyue Ou and Yonatan Bisk and Daniel Fried and Uri Alon and Graham Neubig , title =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.327858Z

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 ce78b706-6cf3-42ef-918f-8f05cfeb3d79 · outbound

This paper cites OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments , booktitle =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.334736Z

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 420ad28b-2f73-4183-b2f0-7e09cfe90ce8 · outbound

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

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-25T04:50:20.450979Z

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 c06599a0-f225-40a6-b018-9d7f1b6d6a1a · outbound

This paper cites Parameswaran , title =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Parameswaran , title =

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:50:20.443743Z

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 f58ac237-005b-4b6f-a6f4-496c2153a049 · outbound

This paper cites AgentBoard: An Analytical Evaluation Board of Multi-turn.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents AgentBoard: An Analytical Evaluation Board of Multi-turn

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.331561Z

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 cb3d13bb-286b-4a16-aa98-4f747d3b9e8b · outbound

This paper cites WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents , booktitle =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.324277Z

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 5dfa8c13-7e0f-4394-bc35-05ce351a2305 · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents ALFWorld: Aligning Text and Embodied Environments for Interactive Learning , booktitle =

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.372516Z

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 1009c7e3-e69e-41b9-9fc0-f79a4b9e92d0 · outbound

This paper cites Jansen and Marc.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Jansen and Marc

Reference 9

Resolution: verified exact; doi, observed 2026-05-25T04:50:20.471434Z

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 87c19633-3fe8-4423-ba83-1b1e3f335e1b · outbound

This paper cites AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? , booktitle =

Reference 10

Resolution: verified exact; doi, observed 2026-05-25T04:50:20.481294Z

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 6d05a4cc-e1b0-45f2-9a46-73b28fbbf5e3 · outbound

This paper cites Mind2Web: Towards a Generalist Agent for the Web , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Mind2Web: Towards a Generalist Agent for the Web , booktitle =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.348814Z

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 d1ce3cd5-fb12-40d4-8671-6d1e8d2464ae · outbound

This paper cites Narasimhan and Yuan Cao , title =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Narasimhan and Yuan Cao , title =

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.388610Z

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 6a04c32d-8a88-48b5-9451-0279cb107b47 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Toolformer: Language Models Can Teach Themselves to Use Tools , booktitle =

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.396295Z

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 efaaa14d-46c8-4fe3-8900-edccf4767655 · outbound

This paper cites Reflexion: language agents with verbal reinforcement learning , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Reflexion: language agents with verbal reinforcement learning , booktitle =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.362644Z

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 034c9cc1-6b9f-4147-b744-44c1f7d974d7 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Self-Refine: Iterative Refinement with Self-Feedback , booktitle =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.351622Z

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 e333e2cc-c8f8-4d71-ad49-388c0c995ee8 · outbound

This paper cites The Twelfth International Conference on Learning Representations.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents The Twelfth International Conference on Learning Representations

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.339224Z

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 56749a1a-dbda-4460-9596-caff95552862 · outbound

This paper cites StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models , booktitle =

Reference 17

Resolution: verified exact; doi, observed 2026-05-25T04:50:20.500438Z

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 f9a0d735-9023-45df-ba13-1427bfd3b862 · outbound

This paper cites API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-25T04:50:20.462079Z

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 c6b687da-8dbf-4a15-873e-5a8ea8b38232 · outbound

This paper cites Patil and Tianjun Zhang and Xin Wang and Joseph E.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Patil and Tianjun Zhang and Xin Wang and Joseph E

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.385180Z

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 d590a90d-63f1-4c5f-b5a7-d4913a1d6a25 · outbound

This paper cites Towards Tool Use Alignment of Large Language Models , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Towards Tool Use Alignment of Large Language Models , booktitle =

Reference 20

Resolution: verified exact; doi, observed 2026-05-25T04:50:20.476523Z

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 b373b688-a1b9-4041-9bda-2100e5a538e0 · outbound

This paper cites ToolHop.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents ToolHop

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.342778Z

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 b284f4f6-5eea-4093-8589-270277b24abd · outbound

This paper cites Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments , booktitle =

Reference 22

Resolution: verified exact; doi, observed 2026-05-25T04:50:20.492583Z

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 5566399b-fc05-404d-af5b-21d5370f8740 · outbound

This paper cites an unresolved cited work.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-25T13:15:53.379387Z

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 156ea008-0360-4e70-9c85-177073c8eef9 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Evaluating Large Language Models Trained on Code

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-25T04:50:21.259495Z

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 6b106671-7dac-4633-9978-adba54931fe0 · outbound

This paper cites Program Synthesis with Large Language Models.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Program Synthesis with Large Language Models

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T04:50:21.253644Z

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 15778a1e-3522-43d1-a3e8-86956ba45e32 · outbound

This paper cites an unresolved cited work.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-25T13:15:53.365959Z

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 41aa2d7f-8dd6-49f4-80c4-e04aa48dc3b5 · outbound

This paper cites Measuring Coding Challenge Competence With.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Measuring Coding Challenge Competence With

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.382392Z

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 72881fbd-4979-4a43-9a3c-0a72cf218be0 · outbound

This paper cites Jimenez and John Yang and Alexander Wettig and Shunyu Yao and Kexin Pei and Ofir Press and Karthik R.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Jimenez and John Yang and Alexander Wettig and Shunyu Yao and Kexin Pei and Ofir Press and Karthik R

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.410773Z

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 ac3c9f8f-1c30-47e8-9b60-fd5906833f56 · outbound

This paper cites Jimenez and Alexander Wettig and Kilian Lieret and Shunyu Yao and Karthik Narasimhan and Ofir Press , editor =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Jimenez and Alexander Wettig and Kilian Lieret and Shunyu Yao and Karthik Narasimhan and Ofir Press , editor =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.376221Z

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 2de69a98-7b52-4e8e-86dc-d0d039beec97 · outbound

This paper cites InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback , booktitle =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback , booktitle =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.418336Z

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 5a163b64-6508-49e1-8d0c-85d8590e983d · outbound

This paper cites McAuley , title =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents McAuley , title =

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.345694Z

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 bc67d98c-4a9f-406c-8718-ba42019f0a2e · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents MemGPT: Towards LLMs as Operating Systems

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T04:50:20.487053Z

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 e73b0b1d-adfb-413b-a8c2-b0c83be1ea62 · outbound

This paper cites O'Brien and Carrie Jun Cai and Meredith Ringel Morris and Percy Liang and Michael S.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents O'Brien and Carrie Jun Cai and Meredith Ringel Morris and Percy Liang and Michael S

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:50:20.509116Z

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 7efe996c-9231-482b-88ce-58b3e504bdd5 · outbound

This paper cites an unresolved cited work.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-25T13:15:53.400344Z

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 f26710b2-ab04-4351-94ad-3e9de592cbc3 · outbound

This paper cites Frontiers Comput.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents Frontiers Comput

Reference 35

Resolution: verified exact; doi, observed 2026-05-25T04:50:20.455473Z

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 9f13d79b-e507-4bca-b0d6-32699ae12924 · outbound

This paper cites 2026 , note =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents 2026 , note =

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.357046Z

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 415b895d-d40a-4169-87f7-9c84d2f99a25 · outbound

This paper cites 2026 , note =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents 2026 , note =

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.414451Z

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 9cfb12af-6ae6-4fe8-9bf0-6456439f7a71 · outbound

This paper cites 2026 , note =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents 2026 , note =

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.406547Z

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 68ff533b-79a3-433b-8ee7-173ba234a414 · outbound

This paper cites 2026 , note =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents 2026 , note =

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.403529Z

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 e75bebce-02bd-4dcb-8a5b-aab04acbe2b6 · outbound

This paper cites 2026 , note =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents 2026 , note =

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.369121Z

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 ba47f541-3ce2-4df6-ba34-13fb23ceb7da · outbound

This paper cites 2026 , note =.

Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents 2026 , note =

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T13:15:53.392409Z

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

No inbound Pith citation observations are available.