Paper Citation Record · LEDGER

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search

As of 1 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 3 inbound Pith citation observations for arXiv:2605.09764.

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

pith.paper-citation-record.v1
2605.09764 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:00:37.591748Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:40:13.575822Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T03:45:55.672164Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy14
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3c74fe6a-6056-4d32-886c-d3285051c813 · outbound

This paper cites PE” = punctuated equilibrium; “cascade.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search PE” = punctuated equilibrium; “cascade

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.256463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation df244cb5-4b26-445f-abe4-e2ff06636c00 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.299063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1ab60604-59a5-48f7-9568-cf63739f97ca · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.232104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 63ec2db0-f349-4638-a133-653e9386623d · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.235504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 5b400e1d-66a3-41c8-aefa-f798285b23ac · outbound

This paper cites ‘‘‘ DO NOT include any explanation or text outside the code block.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search ‘‘‘ DO NOT include any explanation or text outside the code block

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.238993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 0b160d1d-6dfe-40e8-8b26-b2b66b0816ce · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.228533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 02a7da96-daab-4028-b5fa-ea93d00baed3 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.206342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 6b949d59-d13b-4dcd-baa7-a46a68110899 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.192432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 04319e05-d703-4cea-b348-75bdb2295340 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.221449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 2f47a61e-d916-4a78-b1c5-8aa689e99cd1 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.224987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1e13fbb4-6b56-4ac8-ae70-4825cb8572c9 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.217385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 6c71d59e-1830-497b-862b-737da1b68b4a · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.182282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation bc27e30a-85a8-439b-8d16-ddc155ebf5f2 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.178111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation d5134008-b5a7-404d-b177-88724e3cb0a8 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.209615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 84d51623-e8bf-444f-9da5-1e7aa6912561 · outbound

This paper cites The representative_solutions field is filled with the highest-scoring elite from each k-means cluster of the occupied archive cells.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search The representative_solutions field is filled with the highest-scoring elite from each k-means cluster of the occupied archive cells

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.214002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 6b294269-2fff-4f4b-8c63-234c61a26562 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.166871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1e55f1f9-97d7-450c-970f-4470b0b04784 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.202683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation c8c6814a-9d4c-4271-b6e8-e6250ef349c3 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.282801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1b7bcbf1-9cf8-4e85-a487-2de77eed2768 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.249620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 714e3e1e-a691-423e-a247-184d150093df · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.195453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation c10b2fdd-8ae8-45c7-a352-c595fd542f92 · outbound

This paper cites No explanations before or after.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search No explanations before or after

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.189193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 2fc20763-1288-44f7-a274-ad2464e6aafa · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.170788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 18fae542-9595-4145-9824-2e691c577a56 · outbound

This paper cites replace X with Y.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search replace X with Y

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.174337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation f29fa16a-6432-464c-8c9b-9fdb99809ed4 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.185779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation c85d8402-e482-4f67-820f-800cc969568b · outbound

This paper cites The result is a small set of mutually-distant, individually-strong solutions.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search The result is a small set of mutually-distant, individually-strong solutions

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.199480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation ceea7ed8-3c3a-4899-90cd-2d3ea3c3beed · outbound

This paper cites Route to the paradigm-shift model (default: Gemini Flash 3) with max_tokens=4096,timeout=300s, at the configuredpe.temperature.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Route to the paradigm-shift model (default: Gemini Flash 3) with max_tokens=4096,timeout=300s, at the configuredpe.temperature

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.246284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 24d8285a-7763-4880-8f6b-0dec81d95601 · outbound

This paper cites Insert into the archive if it dominates its target cell.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Insert into the archive if it dominates its target cell

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.242680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 584b60a2-54ef-43a5-9801-977b06a540ce · outbound

This paper cites These logs are what the figures in Figure 5 are derived from.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search These logs are what the figures in Figure 5 are derived from

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.252922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 743cf572-2cea-428c-be47-40289304e19d · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.260288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 645725ae-4f16-4874-aaa8-a2a0744e9113 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.270303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 7807f812-34b5-49ed-8d3e-894a61cf7518 · outbound

This paper cites Point-of-No-Return.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Point-of-No-Return

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.292756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 40fb5842-83ac-4bc2-8f4e-41808606a231 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.278118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation a3b4f750-470b-4449-a54d-fb7ae973da78 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.305655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation c92efa28-a7a6-4cca-b1f3-042ec05df6bc · outbound

This paper cites 20 21Strategy.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search 20 21Strategy

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.302469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 346c1a2b-4405-495c-a091-6acf99c9a98e · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.295963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 23670872-e444-4bd9-ac5c-35273b4ff14e · outbound

This paper cites 25- For larger sets, use greedy selection based on compression-like utility (sum of squares of frequencies).

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search 25- For larger sets, use greedy selection based on compression-like utility (sum of squares of frequencies)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.286115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 73894100-748b-4798-a86c-fa9e71e95167 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.263367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation c9e1ec53-c699-4e69-bd3e-bde64b539a76 · outbound

This paper cites an unresolved cited work.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-12T21:01:53.266761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 0d961008-b802-4bf7-ad09-a5193b8afcb3 · outbound

This paper cites _".join(valid_cols) 48# Vectorized string concatenation: fast and safe 49df[merged_name] = df[valid_cols].astype(str).fillna(.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search _".join(valid_cols) 48# Vectorized string concatenation: fast and safe 49df[merged_name] = df[valid_cols].astype(str).fillna(

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.274101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation e0244aa7-f2f8-46df-85ca-99219fa08156 · outbound

This paper cites deadline-aware restart-overhead cautious.

LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search deadline-aware restart-overhead cautious

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T21:01:53.289389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Pith citing papers

Observation f635c692-bd26-4dc8-955c-35ff055a5b5e · inbound

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops cites this paper.

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search

Reference 176

Resolution: verified exact; local_arxiv, observed 2026-07-09T03:45:55.673452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation a667505c-44ba-419f-b633-501027ad37ef · inbound

Automated Discovery Has No Universally Superior Harness cites this paper.

Automated Discovery Has No Universally Superior Harness LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-01T15:40:13.575822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a62d568-177f-48b0-8826-c7a249934d77 · inbound

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors cites this paper.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.538014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.