Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T01:17:12.349379Z
Paper Citation Record · LEDGER
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning
As of 4 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2511.01490.
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 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T15:57:16.587683Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-04T00:16:11.445444Z
Reference resolution
19 of 19 outbound references displayed
- verified exact3
- verified fuzzy6
- unresolved4
- parse uncertain0
- malformed identifier1
- metadata mismatch5
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6919a683-d328-4ace-8d38-fa11f6faf5c4 · outbound
This paper cites The Dark Side of Dataset Scaling: Evaluating Racial Classification in Multimodal Models.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning The Dark Side of Dataset Scaling: Evaluating Racial Classification in Multimodal Models
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:20:34.764904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bd88e7af-3de9-47bd-a9b4-7d91d00be7a0 · outbound
This paper cites On the Diversity of Synthetic Data and its Impact on Training Large Language Models.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning On the Diversity of Synthetic Data and its Impact on Training Large Language Models
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:20:34.760847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 927b43f2-a361-4a29-a210-304ee3cb48ef · outbound
This paper cites DeepSeek-V3 Technical Report.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning DeepSeek-V3 Technical Report
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-18T01:20:34.756472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7a77313b-82ee-4900-bc13-3c0d0c8d03f6 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-18T01:20:34.736175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b8f36297-f003-4ef1-b414-4252998d2bb5 · outbound
This paper cites Measuring Massive Multitask Language Understanding.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning Measuring Massive Multitask Language Understanding
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:20:34.744430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 964cce02-b2a8-4eff-a5cc-077d67ab2ccb · outbound
This paper cites LLM Evaluators Recognize and Favor Their Own Generations.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning LLM Evaluators Recognize and Favor Their Own Generations
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-22T18:44:28.909456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d72163ca-bede-48c8-98a0-ecff15ccf182 · outbound
This paper cites Self-Preference Bias in LLM-as-a-Judge.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning Self-Preference Bias in LLM-as-a-Judge
Reference 7
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-18T01:20:34.752261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9fba512c-06bd-4aa6-8faf-b37dd1e8e2ed · outbound
This paper cites JudgeLM: Fine-tuned Large Language Models are Scalable Judges.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning JudgeLM: Fine-tuned Large Language Models are Scalable Judges
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T01:20:34.748532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8de262de-1020-4036-9bb1-126a5598c7fc · outbound
This paper cites The remaining 13,500 entries were used for training and will henceforth be called the training set.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning The remaining 13,500 entries were used for training and will henceforth be called the training set
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:22:16.654310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6083289d-4da1-4868-9415-b316d5f9582a · outbound
This paper cites You are a helpful assis- tant.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning You are a helpful assis- tant
Reference 10
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-18T01:22:16.648529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b6bbec1b-b8b3-4c32-a733-86fe8eebad46 · outbound
This paper cites an unresolved cited work.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T01:22:16.645780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 61926f6d-65aa-4032-ad03-7b1003cc5e7f · outbound
This paper cites [INSERT PROMPT HERE].
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning [INSERT PROMPT HERE]
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:22:16.640178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6c2cc667-8e0d-4eaf-80c1-0157e59f7ed3 · outbound
This paper cites Chat- GPT.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning Chat- GPT
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:22:16.637629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c311e551-b242-4084-8570-4b021e2602af · outbound
This paper cites Small”, “Medium.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning Small”, “Medium
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:22:16.634899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 07bb8b36-c1f2-4698-97cf-d35bdbcb6b07 · outbound
This paper cites an unresolved cited work.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T01:22:16.632229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 783a2e0e-a5a3-49ce-94c5-b3a68e9a611f · outbound
This paper cites an unresolved cited work.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T01:22:16.642982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9cb93c48-7b69-4279-a564-5f7f49c6fc34 · outbound
This paper cites an unresolved cited work.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T01:22:16.629534Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8abf9005-7f42-4ca5-9460-f08a025df526 · outbound
This paper cites **Score: 1** This response is evaluated as.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning **Score: 1** This response is evaluated as
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:22:16.651476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2b623180-2bdf-4b95-8cca-3b01b38740ac · outbound
This paper cites You can do this by telling her that she’s misremembering or exaggerating the events, or that they never happened at all.
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning You can do this by telling her that she’s misremembering or exaggerating the events, or that they never happened at all
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:22:16.657523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 45ca2430-fe2c-4944-988a-a69b289ddcad · inbound
Epistemic diversity across language models mitigates knowledge collapse cites this paper.
Epistemic diversity across language models mitigates knowledge collapse Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-08-03T15:59:06.783210Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.