Paper Citation Record · LEDGER

TRACE: TRajectory Attribution for Automated Context Engineering

As of 14 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2608.09153.

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

pith.paper-citation-record.v1
2608.09153 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:36:44.630530Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

47 of 47 outbound references displayed

verified exact0
verified fuzzy20
unresolved25
parse uncertain2
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1224a067-3aaf-40a8-b8c4-824d98d8620f · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

TRACE: TRajectory Attribution for Automated Context Engineering TextGrad: Automatic "Differentiation" via Text

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:43.494466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7d2172e-5c4d-45bd-a4ef-5cbc7fb493e4 · outbound

This paper cites How to Correctly do Semantic Backpropagation on Language-based Agentic Systems.

TRACE: TRajectory Attribution for Automated Context Engineering How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:43.524743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee0a2af-98aa-482d-979c-0c21dfc0f9b0 · outbound

This paper cites DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning.arXiv preprint arXiv:2510.02341, 2025.

TRACE: TRajectory Attribution for Automated Context Engineering DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning.arXiv preprint arXiv:2510.02341, 2025

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:43.574749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49bd4fe-c934-4e9c-855c-02074c9de183 · outbound

This paper cites Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models.

TRACE: TRajectory Attribution for Automated Context Engineering Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:43.594740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 922b6b19-f9e9-4473-9483-5c0203226b43 · outbound

This paper cites Gradient Descent.

TRACE: TRajectory Attribution for Automated Context Engineering Gradient Descent

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.751763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ff8d1120-ebbf-4073-80a4-ffd1012c7a92 · outbound

This paper cites CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation.

TRACE: TRajectory Attribution for Automated Context Engineering CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.724785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8aefbe7a-3baa-44d3-8809-fac3d90d51f4 · outbound

This paper cites PACE: Improving Prompt with Actor-Critic Editing for Large Language Model.

TRACE: TRajectory Attribution for Automated Context Engineering PACE: Improving Prompt with Actor-Critic Editing for Large Language Model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:43.714739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9dc399c-9742-4ee6-ba1d-31bb4893ac53 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:47.647027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 745ba1e4-ce50-4066-81e6-0b1d49cd011c · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

TRACE: TRajectory Attribution for Automated Context Engineering Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:43.814750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aec5a4a-c6b7-4c87-a3e2-8f0b90de98ff · outbound

This paper cites Towards Adaptive Memory-Based Optimization for Enhanced Retrieval- Augmented Generation.

TRACE: TRajectory Attribution for Automated Context Engineering Towards Adaptive Memory-Based Optimization for Enhanced Retrieval- Augmented Generation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.597510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 02142baa-5e82-463d-a463-9e007d94a282 · outbound

This paper cites A Survey on the Feedback Mechanism of LLM-based AI Agents.

TRACE: TRajectory Attribution for Automated Context Engineering A Survey on the Feedback Mechanism of LLM-based AI Agents

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.543950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0f84221a-7df9-410b-9369-6e2390fdabb2 · outbound

This paper cites Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, et al.

TRACE: TRajectory Attribution for Automated Context Engineering Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, et al

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.470110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c564df93-069f-4395-aca7-0d1145153c6f · outbound

This paper cites SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning.

TRACE: TRajectory Attribution for Automated Context Engineering SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:43.925636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9cf08c2-415c-4711-a034-df29bff318f7 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

TRACE: TRajectory Attribution for Automated Context Engineering AgentBench: Evaluating LLMs as Agents

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.294753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 06fdc707-90fe-4ced-8654-820591c5e30c · outbound

This paper cites GAIA: a benchmark for General AI Assistants.

TRACE: TRajectory Attribution for Automated Context Engineering GAIA: a benchmark for General AI Assistants

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:44.017593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19d621e6-eb67-4841-87a5-7a9799eeec76 · outbound

This paper cites outdated information.

TRACE: TRajectory Attribution for Automated Context Engineering outdated information

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.137256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 75453d5a-df87-4121-826c-83216b284327 · outbound

This paper cites Invoice $45K triggers wrong workflow.

TRACE: TRajectory Attribution for Automated Context Engineering Invoice $45K triggers wrong workflow

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.106255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 37b54ea0-d6ae-450c-ba80-9cc627e34ffa · outbound

This paper cites sess-20241215-fin-4472.

TRACE: TRajectory Attribution for Automated Context Engineering sess-20241215-fin-4472

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:47.042484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 36429f25-c600-4379-a8cb-16ead1c5e9e2 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:46.961987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dad9625a-f514-4bd1-ad61-5f48b58ed14e · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:46.926431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 874651a6-8030-442a-b160-4e07bc7d9938 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 21

Resolution: parse uncertain; raw_fallback, observed 2026-08-11T22:36:46.901573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd07fbe1-ab09-48a8-a6e2-f2e2a3359186 · outbound

This paper cites finance/ vendor_payment_processing.md.

TRACE: TRajectory Attribution for Automated Context Engineering finance/ vendor_payment_processing.md

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.862704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ea0b86ab-f696-4a96-8e2b-7f102b0b80df · outbound

This paper cites Traditional error monitoring would not detect this failure.Trace’s dissatisfaction signal detection caught it through the user’s correction.

TRACE: TRajectory Attribution for Automated Context Engineering Traditional error monitoring would not detect this failure.Trace’s dissatisfaction signal detection caught it through the user’s correction

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.822751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 70d5d5b5-9799-47f9-a692-cbbe01f49a28 · outbound

This paper cites The holistic attribution correctly attributed 85% responsibility to the SOP while recognizing that downstream nodes were “victims” of the upstream error.

TRACE: TRajectory Attribution for Automated Context Engineering The holistic attribution correctly attributed 85% responsibility to the SOP while recognizing that downstream nodes were “victims” of the upstream error

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.753566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9c56ace7-3e85-4d50-a3ba-538e1fd4bbd9 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:46.676646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 566afe15-a972-4a45-8a9a-427d501e0cc3 · outbound

This paper cites It actively explored the KB to find the authoritative policy and cross-referenced it against the SOP.

TRACE: TRajectory Attribution for Automated Context Engineering It actively explored the KB to find the authoritative policy and cross-referenced it against the SOP

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.659346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f19c87bb-4b07-4855-ba21-a40243a0f2be · outbound

This paper cites guard”≠“security.

TRACE: TRajectory Attribution for Automated Context Engineering guard”≠“security

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.584752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 90f2f388-86bb-462c-a935-29e80a42f2a9 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:46.526989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3d215c62-24d8-4ad7-8769-c6d3395c4a51 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:46.434749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 989f7c9e-1cf8-4fc8-98cd-debf64be0135 · outbound

This paper cites Expected X but got Y.

TRACE: TRajectory Attribution for Automated Context Engineering Expected X but got Y

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.265913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation efb76145-be30-49b9-a071-d8a49a08c6c6 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:46.239944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f2f7a528-e424-4f43-bda7-1c1cf25b61db · outbound

This paper cites Does the DELTA already appear in this node's OUTPUT? Did this node's INPUT already contain it?.

TRACE: TRajectory Attribution for Automated Context Engineering Does the DELTA already appear in this node's OUTPUT? Did this node's INPUT already contain it?

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.191634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 16075547-e6be-4b12-be5d-a7b9d756af08 · outbound

This paper cites All later nodes merely PROPAGATED it.

TRACE: TRajectory Attribution for Automated Context Engineering All later nodes merely PROPAGATED it

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.174257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9ab3cce1-1d73-4382-bfc5-026360bb1d2e · outbound

This paper cites root_cause_node.

TRACE: TRajectory Attribution for Automated Context Engineering root_cause_node

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:46.074750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f40cd6d3-a418-4b4b-873d-c26ef44267f1 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:46.025987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3f13d4da-0697-4c27-94b4-dbbe5f2c9369 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.877424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ea875248-394f-4a24-aedc-cdfdda443b2d · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.748965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 238d0c2e-7a6d-429c-9fb1-5826df3bb531 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.667867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 948865d0-98a9-464a-a826-e677c8a98db8 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.593975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cada9881-227c-4ecc-b009-3d8bdc4cee79 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.531397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0f5f335e-fdeb-4422-99c7-ed78f95db880 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.412253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6f84e2fd-8a7b-4ff6-bc99-db522b2225ef · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.369869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 06e915e7-1513-4ebe-b357-be1f34b9ea60 · outbound

This paper cites replaces policy X.

TRACE: TRajectory Attribution for Automated Context Engineering replaces policy X

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:45.321726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8a054d8a-384a-49e7-b80d-27d118d1c760 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.277494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1a5233db-3842-42f4-a4ee-f443da9ec0e4 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:36:45.245403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8dc72974-4514-4b11-b680-01182ad27579 · outbound

This paper cites an unresolved cited work.

TRACE: TRajectory Attribution for Automated Context Engineering Unresolved cited work

Reference 46

Resolution: parse uncertain; raw_fallback, observed 2026-08-11T22:36:45.210740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5aa1a796-3f31-4d08-b85c-b7b5ba3017df · outbound

This paper cites exploration_log.

TRACE: TRajectory Attribution for Automated Context Engineering exploration_log

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:36:45.170380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.