Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:12:21.941677Z
Paper Citation Record · LEDGER
Scaling Textual Gradients via Sampling-Based Momentum
As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2506.00400.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T16:45:51.768971Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
31 of 31 outbound references displayed
- verified exact0
- verified fuzzy22
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d5069f68-c4a9-45b7-902c-70c1094e143c · outbound
This paper cites Select the option that aligns best with scientific principles or common knowledge.
Scaling Textual Gradients via Sampling-Based Momentum Select the option that aligns best with scientific principles or common knowledge
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:26.786621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a23e011-93f0-4d47-a2b4-4305ab20224f · outbound
This paper cites En- sure your answer matches the format of the choices provided.
Scaling Textual Gradients via Sampling-Based Momentum En- sure your answer matches the format of the choices provided
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:26.634879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22628377-add8-4fcc-9d7d-deb8dc6cb379 · outbound
This paper cites If confidence is low, provide a brief note and flag the response for review.
Scaling Textual Gradients via Sampling-Based Momentum If confidence is low, provide a brief note and flag the response for review
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:26.505561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 978e94bb-c045-4329-b432-76ffae00bbcf · outbound
This paper cites Provide a brief explanation of the ambiguity and proceed with the most likely answer.
Scaling Textual Gradients via Sampling-Based Momentum Provide a brief explanation of the ambiguity and proceed with the most likely answer
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:26.379494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c85a9253-d68b-4986-8e03-2f6aeccfb08a · outbound
This paper cites Document and evaluate potential alternatives internally.
Scaling Textual Gradients via Sampling-Based Momentum Document and evaluate potential alternatives internally
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:26.202603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d55899a-92b6-446b-9abf-d972d25dbd67 · outbound
This paper cites Refer- ence reliable scientific sources or databases if needed.
Scaling Textual Gradients via Sampling-Based Momentum Refer- ence reliable scientific sources or databases if needed
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:25.997065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d4c26e95-6ebb-4eee-8dc3-7aed1fdae874 · outbound
This paper cites Incorporate feed- back into future responses through a brief internal re- view process.
Scaling Textual Gradients via Sampling-Based Momentum Incorporate feed- back into future responses through a brief internal re- view process
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:25.747531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ec4492b-a8ab-4dbc-b791-43e1fc1c6693 · outbound
This paper cites Encourage conciseness in explanations to en- sure clear and direct answers.
Scaling Textual Gradients via Sampling-Based Momentum Encourage conciseness in explanations to en- sure clear and direct answers
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:25.635767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 371a65f3-04bc-4eba-a67e-70fb0c268d6b · outbound
This paper cites Strtegy,.
Scaling Textual Gradients via Sampling-Based Momentum Strtegy,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:25.503505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f4df9a34-c9ee-4bc1-a7e2-0dc08d8735b2 · outbound
This paper cites Articulate each step ful- lythat ensue yur response includes all necessary de- tails.
Scaling Textual Gradients via Sampling-Based Momentum Articulate each step ful- lythat ensue yur response includes all necessary de- tails
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:25.352153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b3e7dad-1776-4f5d-b3b3-9d79e529903e · outbound
This paper cites Reflect on the reasoning process and consider potential errors or alternative approaches before finalizing the answer.
Scaling Textual Gradients via Sampling-Based Momentum Reflect on the reasoning process and consider potential errors or alternative approaches before finalizing the answer
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:25.207730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95b8887c-4bde-4b49-be94-6b5bd9c48918 · outbound
This paper cites Ensure it matches the format of the ground truth, avoiding unnecessary symbols or deci- mal precision.
Scaling Textual Gradients via Sampling-Based Momentum Ensure it matches the format of the ground truth, avoiding unnecessary symbols or deci- mal precision
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:25.091284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e65c0e19-4400-4cbe-8218-e5cfb4f02fe6 · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:24.952365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2725e8af-b2a1-4412-b262-b0de00dc0899 · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:24.809292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50afdbd4-36df-44db-9c30-fd1980b33a03 · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:24.680745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 79cbe1e0-af1d-4cef-8417-82229dc2fa83 · outbound
This paper cites This will enhance the model’s alyo dliver accurate and contextually relevant answers.
Scaling Textual Gradients via Sampling-Based Momentum This will enhance the model’s alyo dliver accurate and contextually relevant answers
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:24.545761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71631597-5d84-42f8-965d-41c2b8d3ae26 · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:24.428372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85591fa9-7e2d-4fe8-ae94-9a276a242468 · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:24.315815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f0302b9-8926-4b95-8178-7bbde3ad3d8a · outbound
This paper cites For each step: - Identify applicable mathematical properties or rules.
Scaling Textual Gradients via Sampling-Based Momentum For each step: - Identify applicable mathematical properties or rules
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:24.152531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0ff2f734-adcb-41bf-930e-5f6798dee2ec · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:23.985035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 52003b57-a59c-46c0-8ad9-1f1c092640b1 · outbound
This paper cites Ensure the answer is clear, con- cise, and directly related to the original question.
Scaling Textual Gradients via Sampling-Based Momentum Ensure the answer is clear, con- cise, and directly related to the original question
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:23.801153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5babc90-9282-48ff-a655-9f5eb8017f63 · outbound
This paper cites title": [.
Scaling Textual Gradients via Sampling-Based Momentum title": [
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:23.614926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3c64402a-cebe-4f6f-9013-71e543bc61b1 · outbound
This paper cites Provide your reasoning Respond with the label of the correct option.
Scaling Textual Gradients via Sampling-Based Momentum Provide your reasoning Respond with the label of the correct option
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:23.465831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 280685ec-57d1-40d5-a9b2-e50980b22baf · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:23.272446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c5dfe9f5-00c6-47a1-8513-cae5e9265208 · outbound
This paper cites Think step by step and show your reasoning clearly.Key requirements:1.
Scaling Textual Gradients via Sampling-Based Momentum Think step by step and show your reasoning clearly.Key requirements:1
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:23.101838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a27f6f39-fc1b-42f9-a71a-f40b2a371811 · outbound
This paper cites Consider alternative interpretations if necessary, ensuring your understanding aligns with the question’s context.
Scaling Textual Gradients via Sampling-Based Momentum Consider alternative interpretations if necessary, ensuring your understanding aligns with the question’s context
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:22.959082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73ab7433-a95d-4cb8-9616-2ece4c59d44c · outbound
This paper cites I have a duck, a peach, a strawberry, a fish, two chick- ens, a bear, and a banana. How many animals do I have?.
Scaling Textual Gradients via Sampling-Based Momentum I have a duck, a peach, a strawberry, a fish, two chick- ens, a bear, and a banana. How many animals do I have?
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:22.800392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e35bda05-a236-4347-8901-aa73bb808944 · outbound
This paper cites times more,.
Scaling Textual Gradients via Sampling-Based Momentum times more,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:22.649882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ba58b1b-bd65-4420-a506-29fdc810d9ef · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:22.472569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00e6da0e-71ac-410c-ba28-3e866c2f215f · outbound
This paper cites an unresolved cited work.
Scaling Textual Gradients via Sampling-Based Momentum Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:12:22.315668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 090c08a9-b5d7-49fe-8b89-6ad253460b42 · outbound
This paper cites What is the spe- cific type of literature contributed to by Aspasius that medieval scholars later expanded?.
Scaling Textual Gradients via Sampling-Based Momentum What is the spe- cific type of literature contributed to by Aspasius that medieval scholars later expanded?
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:12:22.135321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation c328d1ca-cfa9-48ba-b118-772794cfd3a1 · inbound
Overcoming the Weakest-Link Effect in LLM-Driven Program Optimization via Heterogeneous Edit Recombination cites this paper.
Overcoming the Weakest-Link Effect in LLM-Driven Program Optimization via Heterogeneous Edit Recombination Scaling Textual Gradients via Sampling-Based Momentum
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:45:51.768971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.