Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T03:00:37.591748Z
Paper Citation Record · LEDGER
LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search
As of 3 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T15:40:13.575822Z
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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+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.