Paper Citation Record · LEDGER

Self-Supervised Prompt Optimization

As of 10 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 16 inbound Pith citation observations for arXiv:2502.06855.

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

pith.paper-citation-record.v1
2502.06855 v3

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:16:08.321382Z

measured 84 of 84 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:12:20.958559Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:28:58.691237Z

Reference resolution

68 of 68 outbound references displayed

verified exact0
verified fuzzy30
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9d116389-4d1f-48e9-9e2b-92b2df11f5c5 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.914095Z

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 d54b7cfe-4e70-4d27-8bf4-d75a0883f606 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.905396Z

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 78c27a78-a327-4ba9-8f23-7eec8653d5a6 · outbound

This paper cites State any relevant formulas, principles, or assumptions,→ b.

Self-Supervised Prompt Optimization State any relevant formulas, principles, or assumptions,→ b

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.898032Z

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 a76ee8c1-0206-419f-bf5a-77a9e917ca21 · outbound

This paper cites Ensure that your response addresses all aspects of the question and demonstrates a clear problem-solving process.

Self-Supervised Prompt Optimization Ensure that your response addresses all aspects of the question and demonstrates a clear problem-solving process

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.889755Z

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 9c45c0fd-4903-4c5d-b4f7-08be8913b54d · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.850793Z

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 45d3d00f-09f9-444e-8c01-21c894e64d0a · outbound

This paper cites Reasoning:.

Self-Supervised Prompt Optimization Reasoning:

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.841719Z

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 233a406d-427f-4b02-b738-e88a99c7c657 · outbound

This paper cites Final Answer:.

Self-Supervised Prompt Optimization Final Answer:

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.832197Z

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 e9827e7b-4a51-419f-9868-77200fff7d78 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.881910Z

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 b2b9f893-8fb3-4c78-aad2-ade091968a12 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.875153Z

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 c343bb3c-8ba9-41da-9181-897b02ca7102 · outbound

This paper cites Take X steps.

Self-Supervised Prompt Optimization Take X steps

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.868157Z

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 45756459-8180-472a-a825-64291aadf35d · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.859721Z

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 89d05d5f-b79d-4b70-ad4f-26bbc0b314d6 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.823757Z

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 b7d2f14d-190c-497c-8b3c-25b12d4a8321 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.807004Z

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 88d2b5b3-6db5-4795-aa09-e3fd6f8433ae · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.798131Z

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 d2038443-0f6b-497c-837d-f046d985fb8a · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.788777Z

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 3a01a73e-4efa-40d6-8772-5b093c60eddb · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.782123Z

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 7e94871c-539e-4ed8-b2ba-7c0b7da53c90 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.773875Z

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 4a266e89-2eb1-4380-8fc6-bcf84db246cb · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.765234Z

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 dada18f2-a72f-4f2a-bbe6-f1ff30f5fafa · outbound

This paper cites Manage time efficiently.

Self-Supervised Prompt Optimization Manage time efficiently

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.755843Z

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 411413b1-b8c7-48f0-803e-fdf8f5b9e563 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.746490Z

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 e77ecbb0-ad89-485d-a510-0ff8a5d57507 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.738367Z

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 2c7f80bb-08b5-4551-8280-a3d3fb14b7c6 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.729648Z

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 2e69d3da-3335-4292-be22-64e0aba78cb9 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.721096Z

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 e3d090c1-367c-473d-9b29-0027495fea4f · outbound

This paper cites ""Please think step by step. Ensure the response concludes with the answer in the XML format:,→ <answer>[Yes or No]</answer>.

Self-Supervised Prompt Optimization ""Please think step by step. Ensure the response concludes with the answer in the XML format:,→ <answer>[Yes or No]</answer>

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.713355Z

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 6781fdc0-d4ad-4cdd-9835-afbf5b19af83 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.705692Z

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 004283d0-f204-4e61-b620-de177e9b2149 · outbound

This paper cites Now we are 1 step to the right of the starting point.,→.

Self-Supervised Prompt Optimization Now we are 1 step to the right of the starting point.,→

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.697624Z

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 a659b755-281b-4917-b22b-45071fb7f58b · outbound

This paper cites From our current position (1 step right), moving 3 steps left means: ,→ ,→ - 1 step left brings us back to the starting point.

Self-Supervised Prompt Optimization From our current position (1 step right), moving 3 steps left means: ,→ ,→ - 1 step left brings us back to the starting point

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.689752Z

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 979d671a-8899-4acd-9a9a-35103623856f · outbound

This paper cites "" Optimize Function’s Prompt PROMPT =.

Self-Supervised Prompt Optimization "" Optimize Function’s Prompt PROMPT =

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.682606Z

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 4a760362-29cc-436d-b8cf-3c196211455a · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.673128Z

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 cc8c405f-402f-4bc8-962f-eee6d5e0ef80 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.664089Z

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 30007213-ca3a-4148-a61c-be875d8add9d · outbound

This paper cites - Moving right from (0, 0) means moving along the x-axis.

Self-Supervised Prompt Optimization - Moving right from (0, 0) means moving along the x-axis

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.654739Z

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 91794a9f-18d6-4735-af25-211024499a6a · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.646143Z

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 4b988881-8c18-4026-8f9b-bfe42d5eb1fb · outbound

This paper cites - Moved to (1, 0) after 1 step right.

Self-Supervised Prompt Optimization - Moved to (1, 0) after 1 step right

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.637942Z

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 b3b48540-4eb9-4b42-a3a4-f21ae0aae35b · outbound

This paper cites "" By comparing the output results of the initial prompt at iteration 0 and the final prompt at itera- tion 10, the “iterative optimization of thought pro- cesses.

Self-Supervised Prompt Optimization "" By comparing the output results of the initial prompt at iteration 0 and the final prompt at itera- tion 10, the “iterative optimization of thought pro- cesses

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.629362Z

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 3e75defb-823a-41d2-b972-e86d97b4f158 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.620313Z

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 dab9814b-3c1b-49ea-b277-66026ee70707 · outbound

This paper cites "",→ """ Performance After Optimization PROMPT =.

Self-Supervised Prompt Optimization "",→ """ Performance After Optimization PROMPT =

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.611585Z

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 83ff2b54-9f8f-4b5e-90d9-743f4ee867e8 · outbound

This paper cites ,→ ,→ ,→.

Self-Supervised Prompt Optimization ,→ ,→ ,→

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.603700Z

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 8d9d4537-87d6-450e-bc87-e3c1ffefceb2 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.596579Z

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 481f44ec-7826-4cbc-b323-52ab26182d43 · outbound

This paper cites ,→ ,→ ,→.

Self-Supervised Prompt Optimization ,→ ,→ ,→

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.588012Z

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 d5c0e7a0-1266-4a1c-bfa9-1ecde1ead13e · outbound

This paper cites Good morning.

Self-Supervised Prompt Optimization Good morning

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.580187Z

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 ecdb7156-f45d-438d-a171-bd1f86f6a7e0 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.572504Z

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 880ba63a-9613-4132-b3e8-5ac3379daf7f · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.564272Z

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 281f819d-be57-4e4f-98a9-8fa11ac4ac99 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.556665Z

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 ffcc8720-6cac-49d5-aef0-38feb2d8b952 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.547456Z

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 47583c5d-adfd-4936-a97e-55a6e06a758f · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.540474Z

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 dfe4c3d4-9809-4bc2-8656-1fbca4ae1aaa · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.533313Z

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 a2f45bfe-5a28-4d7d-8401-d29c033bb1e1 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.525050Z

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 32710b4f-bbac-4662-a2c6-27e50c3835a5 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.517582Z

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 41f0aed7-019d-4450-ad16-cefcf563a742 · outbound

This paper cites "" ,→ ,→ ,→ ,→ ,→ ,→ Question =.

Self-Supervised Prompt Optimization "" ,→ ,→ ,→ ,→ ,→ ,→ Question =

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.510699Z

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 6562c3d7-33f9-49ac-847d-5a62d5286a97 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.502749Z

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 ea7a191b-d930-4642-90d8-0454933aaaad · outbound

This paper cites ,→ ,→ ,→.

Self-Supervised Prompt Optimization ,→ ,→ ,→

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.494865Z

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 f2f27f12-9948-4512-a8bc-6e6042b3291e · outbound

This paper cites ,→ ,→ ,→.

Self-Supervised Prompt Optimization ,→ ,→ ,→

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.486825Z

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 e2481a04-7d32-4266-b04a-d710149168da · outbound

This paper cites ,→ ,→ ,→.

Self-Supervised Prompt Optimization ,→ ,→ ,→

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.477569Z

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 56879311-160b-4577-82b5-853c140513e0 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.468860Z

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 a4cdfe9d-f2de-44d4-b60a-fa65b2682742 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.459164Z

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 0c634a0a-703b-431d-b684-0f901d0c5af8 · outbound

This paper cites "",→ Question =.

Self-Supervised Prompt Optimization "",→ Question =

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.450296Z

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 38fad00e-dd59-4478-ab79-e9accc2f7cd3 · outbound

This paper cites You select the specific mRNA sequence that corresponds to the protein you want to create, which is the key to triggering an immune response against a particular virus or disease.

Self-Supervised Prompt Optimization You select the specific mRNA sequence that corresponds to the protein you want to create, which is the key to triggering an immune response against a particular virus or disease

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.442336Z

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 39e12bcf-7962-46c9-83a1-8dd9530b7393 · outbound

This paper cites The mRNA is prepared in a lab, and it 's like measuring out the right amount of each ingredient (amino acids) to create the protein.

Self-Supervised Prompt Optimization The mRNA is prepared in a lab, and it 's like measuring out the right amount of each ingredient (amino acids) to create the protein

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.433399Z

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 6af72355-788e-4843-8cc5-4a464ee29158 · outbound

This paper cites In this case, the mRNA is packaged in a tiny particle called a lipid nanoparticle (LNP), which helps it reach the cells in the body.

Self-Supervised Prompt Optimization In this case, the mRNA is packaged in a tiny particle called a lipid nanoparticle (LNP), which helps it reach the cells in the body

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.425002Z

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 6c68a6f9-b952-4769-be53-a0d1f29c5f32 · outbound

This paper cites The cells read the mRNA instructions and start making the specific protein.

Self-Supervised Prompt Optimization The cells read the mRNA instructions and start making the specific protein

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.416541Z

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 7fae66a1-9c0f-418c-be06-a58b43dde992 · outbound

This paper cites "" ,→ ,→ ,→ ,→ Performance After Optimization PROMPT =.

Self-Supervised Prompt Optimization "" ,→ ,→ ,→ ,→ Performance After Optimization PROMPT =

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.408169Z

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 ce9161ca-ab9c-4406-871e-be5dbf31fd4b · outbound

This paper cites Think of it like a blueprint for your cells to follow.

Self-Supervised Prompt Optimization Think of it like a blueprint for your cells to follow

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.399914Z

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 107ae609-1f10-4d8f-b24b-d335102c4a63 · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.389713Z

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 3ce7d130-c447-4aa6-9f40-fbbd7a2c7e85 · outbound

This paper cites "" The pre-optimization explanation, while using a cooking analogy, was lengthy and lacked focus, such as “Imagine you’re a master chef.

Self-Supervised Prompt Optimization "" The pre-optimization explanation, while using a cooking analogy, was lengthy and lacked focus, such as “Imagine you’re a master chef

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.379423Z

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 d278c18a-67ad-43dd-8a1b-5f779aadff46 · outbound

This paper cites These techniques, developed through human insights and extensive experimentation, pro- vide essential optimization seeds for automated prompt optimization research.

Self-Supervised Prompt Optimization These techniques, developed through human insights and extensive experimentation, pro- vide essential optimization seeds for automated prompt optimization research

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:16:08.367898Z

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 311b0c17-919e-441a-b661-14793e963cfe · outbound

This paper cites an unresolved cited work.

Self-Supervised Prompt Optimization Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:16:08.922698Z

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 1c223f13-19a0-44f2-86f8-d035e127db0a · outbound

This paper cites Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering.

Self-Supervised Prompt Optimization Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T20:16:08.126862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cfa0af6-5604-4766-992c-f05ac6526ee9 · outbound

This paper cites Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection.

Self-Supervised Prompt Optimization Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection

Reference 6512

Resolution: unresolved; no resolver link, observed 2026-08-08T20:16:08.131444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5efbf6a8-52d4-4c81-b3e7-459235bba2e1 · inbound

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting cites this paper.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Self-Supervised Prompt Optimization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:12:20.958559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc883a55-c1da-4ca6-9462-8a4821400300 · inbound

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making cites this paper.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Self-Supervised Prompt Optimization

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:42.585085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7195ba53-102a-44e9-a471-9353106702fd · inbound

Tournament of Prompts: Evolving LLM Instructions Through Structured Debates and Elo Ratings cites this paper.

Tournament of Prompts: Evolving LLM Instructions Through Structured Debates and Elo Ratings Self-Supervised Prompt Optimization

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T12:15:41.479910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 953fcd43-7e07-4514-b0e7-a18f82efe4cc · inbound

ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities cites this paper.

ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities Self-Supervised Prompt Optimization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:27:26.134287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac36643c-3fbf-4a65-b3d6-96813dbca74a · inbound

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems cites this paper.

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Self-Supervised Prompt Optimization

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-15T23:21:42.186733Z

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 e286ad6a-ab4c-45c5-b5ef-d149b03e7374 · inbound

LLM Prompt Duel Optimizer: Efficient Label-Free Prompt Optimization cites this paper.

LLM Prompt Duel Optimizer: Efficient Label-Free Prompt Optimization Self-Supervised Prompt Optimization

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T07:02:26.562406Z

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 dea3ff23-e2de-476a-9966-b259a49dc5c1 · inbound

Synthetic Interaction Data for Scalable Personalization in Large Language Models cites this paper.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Self-Supervised Prompt Optimization

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.457245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06ceceb9-7280-4be3-bd3a-eb5c6a0c7557 · inbound

Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration cites this paper.

Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration Self-Supervised Prompt Optimization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:10:23.492931Z

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 c100f527-62cb-46ae-973a-80cb7e0dead3 · inbound

OOPrompt: Reifying Intents into Structured Artifacts for Modular and Iterative Prompting cites this paper.

OOPrompt: Reifying Intents into Structured Artifacts for Modular and Iterative Prompting Self-Supervised Prompt Optimization

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:01:05.302218Z

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 4a18015e-879a-45b6-be70-d5d3e5a22aa1 · inbound

Reinforced Collaboration in Multi-Agent Flow Networks cites this paper.

Reinforced Collaboration in Multi-Agent Flow Networks Self-Supervised Prompt Optimization

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:42:57.139870Z

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 ae9bc9b1-5f15-4a1a-bbe9-35f4a9bee814 · inbound

Harnessing Agentic Evolution cites this paper.

Harnessing Agentic Evolution Self-Supervised Prompt Optimization

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:57:32.773474Z

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 78dae43f-7d8a-448e-9626-dca2c49cf4cb · inbound

Scalable Environments Drive Generalizable Agents cites this paper.

Scalable Environments Drive Generalizable Agents Self-Supervised Prompt Optimization

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:23:12.281147Z

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 4834d4f3-7c49-4df9-980a-a73f35286bbb · inbound

Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents cites this paper.

Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents Self-Supervised Prompt Optimization

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:11:08.993509Z

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 9e4d1c10-443d-45ee-8689-8ec81b476673 · inbound

EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation cites this paper.

EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation Self-Supervised Prompt Optimization

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:28:58.692906Z

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 442dd535-4cbc-4860-8f07-8741f0969244 · inbound

Self-Supervised Skill Optimization cites this paper.

Self-Supervised Skill Optimization Self-Supervised Prompt Optimization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T00:30:35.748197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 775ff085-ffbc-41c4-a52d-cf54b7b481b4 · inbound

HarnessCompass: Guiding Automatic Harness Evolution toward Generalizable and Effective Agent Harnesses cites this paper.

HarnessCompass: Guiding Automatic Harness Evolution toward Generalizable and Effective Agent Harnesses Self-Supervised Prompt Optimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T18:21:27.794724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.