Paper Citation Record · LEDGER

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures

As of 9 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 1 inbound Pith citation observation for arXiv:2605.25338.

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

pith.paper-citation-record.v1
2605.25338 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:31:14.022252Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:31:14.867713Z

Reference resolution

11 of 11 outbound references displayed

verified exact1
verified fuzzy0
unresolved9
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d91f66a-ff03-4c97-ac05-190299081bf2 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures AgentBench: Evaluating LLMs as Agents

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:54:00.471052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 283c0218-2c84-43f6-9723-ac1141bd6c1f · outbound

This paper cites an unresolved cited work.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87dd2de-ae4b-4379-82b3-10fe31dd24ad · outbound

This paper cites an unresolved cited work.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed3730a-aff2-4553-9162-5926611697ce · outbound

This paper cites Note that variables in brackets are dynamically populated during the repair generation phase.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Note that variables in brackets are dynamically populated during the repair generation phase

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8882bc82-86f6-4655-9ec1-ceee0a4d8669 · outbound

This paper cites an unresolved cited work.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ec7238-4582-48ec-b6b5-a489eaa6572e · outbound

This paper cites an unresolved cited work.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be3c5faf-ddaa-4deb-a966-3d6563d1811f · outbound

This paper cites an unresolved cited work.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6910d72a-5b2b-4ebd-ba26-58f2953fb535 · outbound

This paper cites an unresolved cited work.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de4c6955-e656-47f3-9f97-6589ca22e038 · outbound

This paper cites Apply your reflection to get it right.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Apply your reflection to get it right

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42214d1b-9a24-47e7-9a17-8619e001c673 · outbound

This paper cites Limitations.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Limitations

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b7c178f-8048-450f-8219-eb30d9cef028 · outbound

This paper cites Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects.

CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T22:48:39.459825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 86034137-9e39-43ff-b604-3b8dcad11359 · inbound

MADE: Belief-Driven Dual-Agent Coordination for Autonomous Model Deployment cites this paper.

MADE: Belief-Driven Dual-Agent Coordination for Autonomous Model Deployment CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:31:14.924272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.