Paper Citation Record · LEDGER

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

As of 19 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 12 inbound Pith citation observations for arXiv:2504.15266.

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

pith.paper-citation-record.v1
2504.15266 v4

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:32:54.918710Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:25:28.192200Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:16:17.003825Z

Reference resolution

12 of 12 outbound references displayed

verified exact1
verified fuzzy4
unresolved4
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ad779fe-d3ef-4ea6-98d2-6b2dbb19039f · outbound

This paper cites This may require identifying two or more facts that together result in an implication that contradicts another fact.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction This may require identifying two or more facts that together result in an implication that contradicts another fact

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:32:55.289577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac296052-e9c0-4d6b-aaea-82c2a9cb34d5 · outbound

This paper cites an unresolved cited work.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:32:55.274218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b9991e6e-d852-4525-93f4-606648a9c871 · outbound

This paper cites logically correct.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction logically correct

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:32:55.262881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7621560f-e2c3-4b5e-abe0-291cfaaa654d · outbound

This paper cites Is Temperature the Creativity Parameter of Large Language Models?.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Is Temperature the Creativity Parameter of Large Language Models?

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:32:54.885849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce98b463-d2f0-4167-a536-74c1d8d16843 · outbound

This paper cites Looking beyond the next token.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Looking beyond the next token

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:32:54.890684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 173b4c0b-b7d3-476f-bd77-eeefc10dce1c · outbound

This paper cites Zhong, S., Huang, Z., Gao, S., Wen, W., Lin, L., Zitnik, M., and Zhou, P.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Zhong, S., Huang, Z., Gao, S., Wen, W., Lin, L., Zitnik, M., and Zhou, P

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:32:55.302707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 70f0d02c-9ae8-4a89-a39a-4ae516191363 · outbound

This paper cites Some assassin in Japan.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Some assassin in Japan

Reference 11

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:32:55.008831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64150ae6-6705-4ea6-a677-772df36e65aa · outbound

This paper cites remarks on generalization.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction remarks on generalization

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:32:55.252703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c757a8b-c9a6-40f2-a6e2-9ce5efa66771 · outbound

This paper cites Why LLMs Cannot Think and How to Fix It.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Why LLMs Cannot Think and How to Fix It

Reference 1995

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T11:32:55.232422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cf69b697-a5f9-487f-903f-2926d9eeeb28 · outbound

This paper cites Auto-Regressive Next-Token Predictors are Universal Learners.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Auto-Regressive Next-Token Predictors are Universal Learners

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T11:32:54.881007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d54adfa-5a70-4ee6-a71e-b98928b96561 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Training Verifiers to Solve Math Word Problems

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T11:32:54.871063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eced9237-20b8-47ea-8e6c-69769663359f · outbound

This paper cites Assessing and Understanding Creativity in Large Language Models.

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Assessing and Understanding Creativity in Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T11:32:54.894960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f0d95de9-d0a1-4a0b-930c-063cb50ab965 · inbound

Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling cites this paper.

Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T12:25:28.192200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6bc9b26-11ab-4028-9d08-77562a8bf11e · inbound

Polychromic Objectives for Reinforcement Learning cites this paper.

Polychromic Objectives for Reinforcement Learning Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-18T11:56:19.989292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d54da7a-5fa0-4266-888c-995dedae0e0e · inbound

HypoSpace: A Diagnostic Benchmark for Set-Valued Hypothesis Generation under Underdetermination and Sublinear Coverage Bounds cites this paper.

HypoSpace: A Diagnostic Benchmark for Set-Valued Hypothesis Generation under Underdetermination and Sublinear Coverage Bounds Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T09:23:47.502090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ce21da0-b06a-4f80-96fc-8e65f66aeb92 · inbound

Next-Latent Prediction Transformers Learn Compact World Models cites this paper.

Next-Latent Prediction Transformers Learn Compact World Models Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:25:29.562938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3418f7a1-e640-4c7d-b223-02acedddf1b6 · inbound

Next-Latent Prediction Transformers Learn Compact World Models cites this paper.

Next-Latent Prediction Transformers Learn Compact World Models Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 1996

Resolution: unresolved; no resolver link, observed 2026-08-03T23:27:56.637839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9fbf5dd-f8f4-490b-be51-10621161e220 · inbound

Language Modeling with Hyperspherical Flows cites this paper.

Language Modeling with Hyperspherical Flows Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:57:27.280275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0db723fa-d347-4331-91d7-9a4b722043e2 · inbound

Language Modeling with Hyperspherical Flows cites this paper.

Language Modeling with Hyperspherical Flows Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:19:07.759130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6db4977c-5a8d-4f88-bdee-25040da2c66c · inbound

Language Modeling with Hyperspherical Flows cites this paper.

Language Modeling with Hyperspherical Flows Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:55:46.456051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e704dff8-88d0-4ddc-a303-dc7fc4898714 · inbound

Assessing the Creativity of Large Language Models: Testing, Limits, and New Frontiers cites this paper.

Assessing the Creativity of Large Language Models: Testing, Limits, and New Frontiers Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T19:12:50.848036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 300413d4-f31d-4a8e-9275-467a4e57aec8 · inbound

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility cites this paper.

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T20:03:44.013482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2f7b9119-b04d-4112-abde-71db20b3d7f5 · inbound

BlockGen: Flexible Blockwise Sequence Modeling with Hybrid Samplers cites this paper.

BlockGen: Flexible Blockwise Sequence Modeling with Hybrid Samplers Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 137

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:16:17.005554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 54cd42c8-6cc3-49d7-a7ad-1110c76b3879 · inbound

Hierarchical Domain Generalization cites this paper.

Hierarchical Domain Generalization Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Reference 162

Resolution: unresolved; no resolver link, observed 2026-08-01T20:54:17.402633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.