Paper Citation Record · LEDGER

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2607.06503.

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

pith.paper-citation-record.v1
2607.06503 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:18:06.746853Z

measured 37 of 37 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:23:58.032044Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:23:59.279527Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d5634cd-fd86-4335-94ef-018f83213328 · outbound

This paper cites Angelopoulos,A.N.;Bates,S.;Fisch,A.;Lei,L.;andSchus- ter,T.2024.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Angelopoulos,A.N.;Bates,S.;Fisch,A.;Lei,L.;andSchus- ter,T.2024

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:03.476076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 919ff70d-3ac6-4e8a-b233-c170ecc263ea · outbound

This paper cites Bates, S.; Angelopoulos, A.; Lei, L.; Malik, J.; and Jordan, M.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Bates, S.; Angelopoulos, A.; Lei, L.; Malik, J.; and Jordan, M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:03.736530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c397fdc-3f76-4945-beea-c6f3d1de481f · outbound

This paper cites Chen, Y.; et al.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Chen, Y.; et al

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:03.977814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a411282-baa1-44fb-8e62-9a6245e71f12 · outbound

This paper cites EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:04.108546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d74e3f-40a8-4ca9-8651-9f77e3e35274 · outbound

This paper cites POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:04.402438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a56c80-02a1-4312-a653-764bdbac3b70 · outbound

This paper cites PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:04.528603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c5c02e3-7455-45de-bda1-72c0c8f0ddfa · outbound

This paper cites Language Models (Mostly) Know What They Know.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Language Models (Mostly) Know What They Know

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:04.632072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a2c4511-e871-4b73-a5d0-fe58255a5b35 · outbound

This paper cites Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:04.752699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c756919-511e-4284-8271-82dea13b88fe · outbound

This paper cites Early Diagnosis of Wasted Computation in Multi-Agent LLM Systems via Failure-Aware Observability.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Early Diagnosis of Wasted Computation in Multi-Agent LLM Systems via Failure-Aware Observability

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:04.825543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 271f8fd5-18f5-460c-a12c-23a06689d0c9 · outbound

This paper cites InInternational Conference on Learning Representations.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade InInternational Conference on Learning Representations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:04.890228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af5ec80-a630-4086-b5ea-920fd0f158bd · outbound

This paper cites BAGEN: Are LLM Agents Budget-Aware?.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade BAGEN: Are LLM Agents Budget-Aware?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.010731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a85ff1-10f6-4a24-9910-3ff5d1b612e4 · outbound

This paper cites MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.110830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72f2585a-3ce4-4857-8dcb-e23485e3f759 · outbound

This paper cites Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.198672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d08127-94de-4d2f-b2e0-3c271e29bfdc · outbound

This paper cites Early Stopping Chain-of-thoughts in Large Language Models.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Early Stopping Chain-of-thoughts in Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.286479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd05902c-e2e3-4243-9529-71824301cfe9 · outbound

This paper cites When Agents Commit Too Soon: Diagnosing Premature Commitment in LLM Agents.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade When Agents Commit Too Soon: Diagnosing Premature Commitment in LLM Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.366056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fd9bcd5-bf08-462d-a7b1-194eabb774b7 · outbound

This paper cites An Efficient Inference Framework for Early-exit Large Language Models.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade An Efficient Inference Framework for Early-exit Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.427095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e62ae5a-a2c9-418f-897e-a11d7ebc933e · outbound

This paper cites From Actions to Understanding: Conformal Interpretability of Temporal Concepts in LLM Agents.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade From Actions to Understanding: Conformal Interpretability of Temporal Concepts in LLM Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.550227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd204c55-cd23-453a-b04d-b4cba6d2d495 · outbound

This paper cites AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.606888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b41237a-b200-4524-8d97-3c0e761a47d2 · outbound

This paper cites Recursive Introspection: Teaching Language Model Agents How to Self-Improve.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.701701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e2bf22-88cd-4cb3-a35b-902ad8745749 · outbound

This paper cites Qwen2.5 Technical Report.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Qwen2.5 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.751026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e646a73-72ec-48f2-8533-0caa99d9748d · outbound

This paper cites InConference on Robot Learning.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade InConference on Robot Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.827511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf018e18-67f7-4605-8ccb-3813442c7a17 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:05.914267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66d37143-cbe9-476c-9487-2c00c7eabc7d · outbound

This paper cites Semantic Early-Stopping for Iterative LLM Agent Loops.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Semantic Early-Stopping for Iterative LLM Agent Loops

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.004911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 361f201e-601c-465d-b93e-8cd65aee1455 · outbound

This paper cites Vovk,V.;Gammerman,A.;andShafer,G.2005.Algorithmic Learning in a Random World.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Vovk,V.;Gammerman,A.;andShafer,G.2005.Algorithmic Learning in a Random World

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.134744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa57d38e-4bff-46db-a5f4-b09d9ad51187 · outbound

This paper cites AgentGym: Evolving Large Language Model-based Agents across Diverse Environments.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.225163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6746298-ab87-4e27-890c-ce769fe8cabe · outbound

This paper cites Cost-Saving LLM Cascades with Early Abstention.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Cost-Saving LLM Cascades with Early Abstention

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.321212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86137ae6-8071-4df5-86f6-64ade169b0d6 · outbound

This paper cites AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.414552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16b38e58-5e24-4d1c-8cbd-7c40426a62ef · outbound

This paper cites GRADE: Graph Representation of LLM Agent Dependency and Execution.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade GRADE: Graph Representation of LLM Agent Dependency and Execution

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.526343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19dbd6ed-ad9d-47b3-b3c4-2e25eb638ad3 · outbound

This paper cites arXiv preprint arXiv:2509.25370.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade arXiv preprint arXiv:2509.25370

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.644479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 161aeccc-1fc6-4d36-98ae-acc7741168a6 · outbound

This paper cites an unresolved cited work.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:06.746853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44203633-1387-4ddf-ad4a-714a63e52533 · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Understanding intermediate layers using linear classifier probes

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:03.366771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4b8dccd-6213-4a68-b646-d3168bb61d2f · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:03.855918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d3278e-81e4-46f7-a233-fc1b77fb12f7 · outbound

This paper cites Knowing When to Quit: A Principled Framework for Dynamic Abstention in LLM Reasoning.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade Knowing When to Quit: A Principled Framework for Dynamic Abstention in LLM Reasoning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:04.268676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d93977ff-14ea-4a30-a458-b8adb63dc669 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade InFindings of the Association for Computational Linguistics: ACL

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:03.246097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8abe831e-7351-4b92-b93d-1abd1b30ed6a · outbound

This paper cites When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:03.582277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2224317c-955d-4bc0-a27d-5993888fa133 · inbound

Real-Time Detection and Repair of LLM Agent Failures cites this paper.

Real-Time Detection and Repair of LLM Agent Failures Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T06:55:00.672783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fcae79b-e82f-4595-b5cd-e9c962a1ea59 · inbound

Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks cites this paper.

Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:23:59.335835Z

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.