Paper Citation Record · LEDGER

Base Models Beat Aligned Models at Randomness and Creativity

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2505.00047.

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

pith.paper-citation-record.v1
2505.00047 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:23:15.773796Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T05:47:41.530108Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fb8110d9-8cdc-4c85-9942-4308c53275ce · inbound

Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity cites this paper.

Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity Base Models Beat Aligned Models at Randomness and Creativity

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T13:23:15.773796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d53a2d-d128-49d7-ab88-e7d34ea5cd93 · inbound

The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety cites this paper.

The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety Base Models Beat Aligned Models at Randomness and Creativity

Reference 136

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:53:11.558569Z

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 a8eef223-f0d5-4742-9e28-2f34c4023cbd · inbound

The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety cites this paper.

The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety Base Models Beat Aligned Models at Randomness and Creativity

Reference 136

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:10:24.907523Z

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 b30a9207-71b9-4601-8061-bc8ed59fc562 · inbound

The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety cites this paper.

The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety Base Models Beat Aligned Models at Randomness and Creativity

Reference 135

Resolution: unresolved; no resolver link, observed 2026-08-03T13:00:29.007410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49a342f1-b9c3-4977-a900-f41c057ad8b7 · inbound

Annotations Mitigate Post-Training Mode Collapse cites this paper.

Annotations Mitigate Post-Training Mode Collapse Base Models Beat Aligned Models at Randomness and Creativity

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:46:51.955719Z

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 0300a2d2-00e0-47f8-9b65-ece74a6a8a09 · inbound

Unlocking LLM Creativity in Science through Analogical Reasoning cites this paper.

Unlocking LLM Creativity in Science through Analogical Reasoning Base Models Beat Aligned Models at Randomness and Creativity

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.581311Z

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 39fd9c9e-b1a0-4e81-bff1-995a15f55501 · inbound

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection cites this paper.

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection Base Models Beat Aligned Models at Randomness and Creativity

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:03:29.893389Z

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 de69a4aa-ae4d-456e-8aaa-8f36c070ffaa · inbound

Fine-Tuning Improves Information Conveyance in Language Models cites this paper.

Fine-Tuning Improves Information Conveyance in Language Models Base Models Beat Aligned Models at Randomness and Creativity

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:02:46.661372Z

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 bc7304dd-2a27-4115-bbbc-685510b96852 · inbound

IDEAFix: Evaluation Framework for Creative Defixation Prompting in LLMs cites this paper.

IDEAFix: Evaluation Framework for Creative Defixation Prompting in LLMs Base Models Beat Aligned Models at Randomness and Creativity

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T18:42:28.914736Z

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 7f4428ae-3bee-415a-8112-d117cae3e0b6 · inbound

AI Coding Agents in Social Science: Methodologically Diverse, Empirically Consistent, Interpretively Vulnerable cites this paper.

AI Coding Agents in Social Science: Methodologically Diverse, Empirically Consistent, Interpretively Vulnerable Base Models Beat Aligned Models at Randomness and Creativity

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:47:41.531784Z

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 f4f3649f-2ab9-4ae9-8eec-fc1902e19516 · inbound

Towards Physical Intuitions for Alignment Dynamics: A Case Study With Randomness Crystallization cites this paper.

Towards Physical Intuitions for Alignment Dynamics: A Case Study With Randomness Crystallization Base Models Beat Aligned Models at Randomness and Creativity

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:44:19.138941Z

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.