Paper Citation Record · LEDGER

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

As of 5 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 3 inbound Pith citation observations for arXiv:2606.05414.

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

pith.paper-citation-record.v1
2606.05414 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T06:02:44.836106Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:54:58.997189Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T04:04:29.269379Z

Reference resolution

28 of 28 outbound references displayed

verified exact1
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier2
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9d24d62d-6b0e-4b38-aefc-4093c9f8710e · outbound

This paper cites Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T08:26:48.334470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a869f422-7020-4255-8148-c5e6d65657b8 · outbound

This paper cites InProceedings of the 35th International Confer- ence on Machine Learning (ICML), volume 80, pages 2127–2136.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories InProceedings of the 35th International Confer- ence on Machine Learning (ICML), volume 80, pages 2127–2136

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e982bd6d-6a67-4c37-9715-185b4eabd0a0 · outbound

This paper cites Aviral Kumar, Xue Bin Peng, and Sergey Levine.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Aviral Kumar, Xue Bin Peng, and Sergey Levine

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 206569dd-0496-457f-a49c-c357571fcf4e · outbound

This paper cites Reward-Conditioned Policies.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Reward-Conditioned Policies

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T08:26:48.331761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8f8bc008-57c1-4dac-8895-73f83e101939 · outbound

This paper cites Multi-Step Dialogue Workflow Action Prediction.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Multi-Step Dialogue Workflow Action Prediction

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:26:48.333439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9bbb31e7-7f51-4ffd-a558-659d819ee564 · outbound

This paper cites InProceedings of the Second Workshop on When Creative AI Meets Conversational AI, pages 23–34.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories InProceedings of the Second Workshop on When Creative AI Meets Conversational AI, pages 23–34

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6b07d79-ef8a-4925-8388-d68204abfe76 · outbound

This paper cites AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T08:26:48.325783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 376922f3-e369-4b52-8bd0-171b241b465a · outbound

This paper cites Figure 3: Accuracy-earliness curve for failure predictors under the same Plug-in Threshold rule.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Figure 3: Accuracy-earliness curve for failure predictors under the same Plug-in Threshold rule

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49bf6a16-8788-48e5-83bd-390fad2175ba · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d20b538-8d47-4d29-a3d7-6e848054c8cb · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 779a63c1-6cbb-4a71-8eb6-087083a4896e · outbound

This paper cites not LUHF.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories not LUHF

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72092410-20f1-47b5-9df6-767af5b689be · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2275aef-d135-4aeb-a0fa-aaa971c45782 · outbound

This paper cites system" represents the dialog system/assistant -.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories system" represents the dialog system/assistant -

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d14ea9a1-eb25-4669-87a3-3d607808d303 · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35ca8d17-2b4e-42f9-8573-66c0de9943fc · outbound

This paper cites persuader.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories persuader

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1798940d-b00c-46a4-9545-9f59a44ffaaa · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eadec750-99a9-4484-876f-52f46a91d7bc · outbound

This paper cites agent" represents the AI agent's reasoning and actions -.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories agent" represents the AI agent's reasoning and actions -

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa451a7c-4db4-4f67-84f5-5194562edd62 · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce9cd0e7-2de7-41b5-9e91-46072f270735 · outbound

This paper cites think" represents the agent's reasoning and planning -.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories think" represents the agent's reasoning and planning -

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a3251aa-569e-4c25-8c13-842a72d74a85 · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ffbd2ae-70ad-43db-a652-12805cc17184 · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1de55f83-e06f-4ddc-ab8b-086c49904e06 · outbound

This paper cites system" represents the customer support agent -.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories system" represents the customer support agent -

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb77adc6-afa6-4965-811a-64944407e4b7 · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac090345-8215-402e-bf9e-78c8deaa157f · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6680507-db9a-4144-98ff-e4cf6d1f5322 · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6dce941-b1cc-4da9-8e17-5461768dd4b8 · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a276ab45-30da-4cc6-bb02-335208c8590d · outbound

This paper cites an unresolved cited work.

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 223940b8-570d-47fa-b90e-4c775621de00 · outbound

This paper cites • While |A|< K and candidates remain, add the point p⋆ that maximizes the hypervolume gainHV(A ∪ {p}).

When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories • While |A|< K and candidates remain, add the point p⋆ that maximizes the hypervolume gainHV(A ∪ {p})

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-28T06:02:44.836106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 044ea9ce-4b99-4815-a590-4b0503804555 · inbound

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

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 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T04:04:29.270533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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

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

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.

Observation ade27ff5-89e4-4248-bff5-9c59b72de0a6 · inbound

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

Real-Time Detection and Repair of LLM Agent Failures When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T06:54:58.997189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.