Paper Citation Record · LEDGER

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents

As of 11 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2505.23422.

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

pith.paper-citation-record.v1
2505.23422 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:50:00.895303Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy3
unresolved9
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 28bf8307-2593-4ae2-ae83-f2c2b0174d44 · outbound

This paper cites an unresolved cited work.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:03.043670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d749a5f3-cf31-4902-a8ea-ededd2b7d43f · outbound

This paper cites Figure 12: The prompt describing the success-failure trajectory pair KD setting for the high level KD phase.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Figure 12: The prompt describing the success-failure trajectory pair KD setting for the high level KD phase

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:02.847182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c4cb690c-507a-4113-9728-42650ba861da · outbound

This paper cites an unresolved cited work.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:01.378008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0c2ce03-d27a-4bd7-be71-e17f3c144704 · outbound

This paper cites What are common errors or potential pitfalls in these application domains?).

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents What are common errors or potential pitfalls in these application domains?)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:01.165053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b071c468-ea1c-47fb-a0ba-4423743bf935 · outbound

This paper cites an unresolved cited work.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:02.650358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2b0e4fe-2789-4d54-8117-e83f57daf00a · outbound

This paper cites an unresolved cited work.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:02.921959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7747ae3-c615-4295-9a3b-25275a12fe5d · outbound

This paper cites operation_type.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents operation_type

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:02.442753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 270aa986-fbd0-4ff0-b9ec-27f9f7f567dd · outbound

This paper cites an unresolved cited work.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:02.148855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a13632e9-e3d3-48a8-96d9-451b9a43aec2 · outbound

This paper cites an unresolved cited work.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:01.880718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b42101b-0175-4649-9207-2da3fa2f2489 · outbound

This paper cites an unresolved cited work.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:01.646902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 173ef998-a96c-4288-893c-51ec30484503 · outbound

This paper cites Continual Learning of Large Language Models: A Comprehensive Survey.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents Continual Learning of Large Language Models: A Comprehensive Survey

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T12:49:58.983895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31e00499-08b9-4326-9197-598b945538cd · outbound

This paper cites psf” or “pallets.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents psf” or “pallets

Reference 2024

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:50:03.285540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9cd90697-47df-443a-9c64-ba1b68e6568f · outbound

This paper cites SWE-smith: Scaling Data for Software Engineering Agents.

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents SWE-smith: Scaling Data for Software Engineering Agents

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T12:49:59.058776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.