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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 3 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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:2d6e1c3d283840616cb5a54588a7e6e7f0acac2a085bbb6c7944a7eb1d80edeb

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:815075f9ad50eaf8404dc62b40aefee5b654b63192847ea1c4b6a2eafd109d82

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:553b4e9de05c47156e5a3c44709fe73300c9b8bc6839001b3badb14b4bb1ea43

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:ec68d93e03563f30b98ff8c616b8b276b0f08529b484bf70b75de9d3cd92c095

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:9b5c421c418d82be8580930c108c5ae9252a464553bb1157cbc4260cb2d140c6

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:2aba87e8a42ffe4230684f1a7377f98106e61abcc09429c7825e5c892981b900

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:995d775381d2e6d0783e8401433afa399276cd956eaf7434b27869d11142cb88

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:2fd06989f2cf0e445a53deb62de4739e7040a4885532dfd748e9372b0e03a687

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:0d848d2f3e67c4c049a386995f376db6d55dee1c93a588d981e97cd786d8c505

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:098b1d5ee7699974652f6ea5c146697f5f78359025dbe242d503f7866b519cfd

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:55b8e686e908e639ff6359375a6886739316f7cc7878543c8eb2457f0dc996d2

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:31c315fc6585fbb54d5443d397ce94de8988ccb493e9af0838547cfb9231ae1c

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:836152c30007701f58b1255b56441c72026da9ffce9d571365c998460cdfd2bc

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:29fb2c41aa86e6d5f3b8871006fce32cd8f6c52e81985e276dc804806abe845f

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:24a1d7f43eaa769042514ee6a5a20ea1ce116724c2732e2654f8a41b9d062e8e

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:24f98053aca6547e81f09722c85a13813c72a7534a3e36801dc9250b41ca607c

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:a1df5319dc4df5786c3eabb6739c7d970fd3ccea9e7d68d079e2b71a091dd905

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:32eb563c5ec5c9f98000b4f9f15fb9df7d889bac05c53ca6bab825a7e7e749f9

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-09T01:50:30.578982Z digest=sha256:4c765416d7e1817425a78d7333517c579f12aaefd3799c56fb91baf45706072d

Pith citing papers

No inbound Pith citation observations are available.