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Paper Citation Record · LEDGER

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution

As of 20 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2508.18749.

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

pith.paper-citation-record.v1
2508.18749 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:17:28.944759Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T05:00:49.763040Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T05:03:58.009746Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44b9255e-9d67-47e5-8215-67fd2f67514b · outbound

This paper cites an unresolved cited work.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:17:29.100605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T16:17:28.897330Z digest=sha256:0e731d20e81e137f5cb71f410bbfaf59d17793b06cf0be6beee54ab714b5e7f7

Observation 7192c72e-8720-4fdf-be5e-4e892f63a843 · outbound

This paper cites Li and P.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Li and P

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:17:29.088584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T16:17:28.901566Z digest=sha256:95b2c24f382faa2bddad95b7d0f4aaa4adae51890ebae3a8ed88b7ddd4058ae0

Observation 7e2645d6-b576-4dd1-b79e-021e42b1b102 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.905419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.905419Z digest=sha256:ea7d3e7590134102da77f34fcee4b685f83d9b3647f31912c02b276a11b2f53c

Observation 14834eee-d06a-4c80-bb48-35f0242cc5b1 · outbound

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

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.909699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.909699Z digest=sha256:5d3738977399bc6194e6cd6307bf2c9e4cfa84a096de1fc2be4a15887679f537

Observation 117a2480-07b0-48ed-9e00-31b8c29d842d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Training Verifiers to Solve Math Word Problems

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.913757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.913757Z digest=sha256:1065dff8cded4aac8d51a6bc1f8d2247d2bb265bb3eed671e1927f38466c0273

Observation b38fb473-97d7-4afe-a315-f510af0e23cc · outbound

This paper cites Yuksekgonul, F.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Yuksekgonul, F

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.918248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.918248Z digest=sha256:1feb76f3a85ddf3b544a9c2092da4e35014766c5b9fca47961de63990fcda7c6

Observation 0e6d6f5c-d4ff-4ef8-8afc-c06e34d912de · outbound

This paper cites Andrychowicz, M.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Andrychowicz, M

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:17:29.076450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T16:17:28.922328Z digest=sha256:a368eb3433821250da2c295268e24b5fea89c6939f70bd31a95d40e23da6b528

Observation ae68412d-aae0-47f9-b793-f2a1fa5a430d · outbound

This paper cites Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.925633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.925633Z digest=sha256:a1efb64b1f445508c51aedae47f09e461888a2b17b737a30f037dac430e151fa

Observation bfe7225f-8b6e-49c6-b732-56c0c4f124f1 · outbound

This paper cites Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.929766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.929766Z digest=sha256:88624f1574d24a79c2cfc7b3063dc9c37f0a4b937c74522295be4fb95bf4a2ff

Observation f798e866-f5c7-4cae-af9a-12493817a74f · outbound

This paper cites A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.933470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.933470Z digest=sha256:d868ca8cc7fa33e94e2e07ae59488ede5bae16081a030d7e14ebc81b9e976159

Observation 09c9ab42-e4c0-439b-9fae-65cafe90137e · outbound

This paper cites Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.937194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.937194Z digest=sha256:42be25aa1ca81a7f615c4840b1590f01a408bafa00ae9bffa0828b590c7dc38c

Observation 85ecb4f2-b635-4ab1-ad06-dccdeed2d398 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution LLaMA: Open and Efficient Foundation Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.941062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.941062Z digest=sha256:9d353f5f15ba0cabd11cb234491206619251470d5b2d9057081a9346cbb6e7bf

Observation a40a4ed8-4496-444b-a229-4f2c1b04058f · outbound

This paper cites GPT-4 Technical Report.

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution GPT-4 Technical Report

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:28.944759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:28.944759Z digest=sha256:8ad2d157bde0c649b6f4178b10e68c70f863d63654ef76c3996e26a6203e3488

Pith citing papers

Observation 518a1191-3cf8-48d0-993c-735c47a11a60 · inbound

TextReg: Mitigating Prompt Distributional Overfitting via Regularized Text-Space Optimization cites this paper.

TextReg: Mitigating Prompt Distributional Overfitting via Regularized Text-Space Optimization Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:03:58.011408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-21T05:00:49.763040Z digest=sha256:a0a25f002b6d59650856d9e786d52f3fcabc483a0583abf31623f687b5123d26