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Paper Citation Record · LEDGER

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization

As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.07702.

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

pith.paper-citation-record.v1
2607.07702 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-09T01:50:30.578982Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

19 of 19 outbound references displayed

  • verified exact2
  • verified fuzzy5
  • unresolved10
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad2a1697-947d-4a56-b356-7aa89f5c2365 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Evaluating Large Language Models Trained on Code

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-07-09T01:55:51.044978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:bd1fecebf42bbf5ea8b7fc23a714cec8d37d8042b8d13f64cd5b822cadc29551

Observation 9287a4fe-0c6d-4e40-8abc-68e800ed86ca · outbound

This paper cites Stop summation: Min-form credit assignment is all process reward model needs for reasoning.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Stop summation: Min-form credit assignment is all process reward model needs for reasoning

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-09T01:55:51.051511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:a72d970039c1bb54e60e61677e50fa202ac01d8178b2b64eb0e6567a76a3a3dd

Observation b01df5e5-f8d6-4abc-b35b-04980de5ea38 · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-07-09T01:55:51.052718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:e4e59ed25c6c96e4a49aa98f4b34aaf4ee929f771a55d88617c64f21c1e65939

Observation 86aa4d84-ea3b-474b-82ac-2470a3eb9f79 · outbound

This paper cites The workflow proceeds as follows:.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization The workflow proceeds as follows:

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T01:55:51.084650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:ddce7e1778e5542d960d319d247353cc209db6f46a819f6344c06959c162226e

Observation bce6e1e8-5478-4d6f-996d-05af6352c448 · outbound

This paper cites Its goal is to extract relevant information and form a preliminary context.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Its goal is to extract relevant information and form a preliminary context

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T01:55:51.098889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:66344440fe97fa0c0677619233c3a10db4c76bbb2efb83b5d6cce71532bb9eb4

Observation 7c70b3b7-87cd-4e6b-a306-7a36f4cde0bc · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.100685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:b0d681b0d57b15fe3c82dcac2fc3115f737727ef1198a2c4cee62a1d926425de

Observation 8020bc79-57f0-4070-96ca-fbda5c47e0fb · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.073489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:c5e281f718611adf445c20e4cf17562121d2d52cef29621e7891a60e7002e01b

Observation 44e402ec-96d2-4266-a6e3-a94acb16c981 · outbound

This paper cites During optimization, STRACE optimizes the system prompts for all four modules simultane- ously.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization During optimization, STRACE optimizes the system prompts for all four modules simultane- ously

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T01:55:51.090986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:e335da568d24e0d7ae5115da1c3fd4226379717f3eeb7bc92a35c6756e8f762e

Observation 445ec505-e05d-4f6d-bd5d-77d5e023951f · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.091134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:78f4e6ae5a0d40d3b36e5ec2436e140ef95c3f4645f577370d7e88266868cc86

Observation 33f5152f-f919-4eea-a974-56f9be4b0c8f · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.093321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:67030308c8c73924eb6552fb628d03e1b834d7a67a8e8fee39ecf8475e390464

Observation 95edf5b5-2634-45eb-98ed-0c331a576f1f · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.096757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:28adb5c088394ca3a81834f3fa72b384d64ebc28b193bcd6a4d36e1a0165f987

Observation 40191d5a-d032-4315-a27e-87dabdef1cf3 · outbound

This paper cites During optimization, STRACE targets the prompt of this single WebArena agent.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization During optimization, STRACE targets the prompt of this single WebArena agent

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T01:55:51.079685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:caf92c9aca2291e2a4e8d01c725f18bb588a74689a0ac63dacb9b0c97d7ad5c6

Observation bdf3683d-2507-4fd3-8e7b-bda14a6cbabe · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.086602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:ebb7e410d9ff525478266b4c9c12f141a85ba7b8da82db5ef0b8b11cb6f2a973

Observation 9b4b4df6-4180-435e-ab73-a3ef597c6f10 · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.095105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:ae396214a22c4b4534668d3cba7f222bc88d209d6694624f3d051315fa152a31

Observation 7cebb230-1229-4d2a-a304-84c08125a633 · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.082013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:8637856bf49e3072479dbf6a6a38034a90b98eabf342675c7975332b4a6e3672

Observation 6679394f-cb9a-491b-a59b-73c9d19893f6 · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.099847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:a847231c02ae8ef1365ed3bb9d307953338c7e5b6ddf911d8f09b9231641b23d

Observation 5595674b-1ede-4d97-ba7d-4299ffdc4a70 · outbound

This paper cites nonlinear arithmetic.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization nonlinear arithmetic

Reference 17

Resolution
malformed identifier
raw_fallback, observed 2026-07-09T01:55:51.088959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:b0277ad87441471da8cc1ebeab1fca6397ca5aa0b40a05005f4e2762e0497f37

Observation 88e5fa54-33eb-4244-a867-0eae33182047 · outbound

This paper cites • Track repeated failures:Maintain awareness of how many times each ac- tion type has been attempted and rejected under the current proof context.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization • Track repeated failures:Maintain awareness of how many times each ac- tion type has been attempted and rejected under the current proof context

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T01:55:51.097834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:affc5beff477d3d59d77c9419d5192adc741cf78867345b6495d5c8ac32b74ac

Observation e08f41cd-98cd-48d5-832d-7191a5f8d1c7 · outbound

This paper cites an unresolved cited work.

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-07-09T01:55:51.101855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:ac1212822af93899b8669d2ccdbfa59bba5a72c0cdbd1cd6c754249edf1a7258

Pith citing papers

No inbound Pith citation observations are available.