Paper Citation Record · LEDGER

Playing with Words, Improving with Rewards: Training Language Models for Creative Association

As of 23 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2605.27832.

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

pith.paper-citation-record.v1
2605.27832 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T13:45:40.671855Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact1
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 77e5cdbf-f92c-4f6c-814a-56732d7ca98f · outbound

This paper cites Enhancing Creativity in Large Language Models through Associative Thinking Strategies.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Enhancing Creativity in Large Language Models through Associative Thinking Strategies

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:53:28.915310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4326245d-358f-418d-9b9c-5a7d01f523df · outbound

This paper cites Qwen3 Technical Report.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Qwen3 Technical Report

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T13:53:28.917836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cc9c83a1-3d79-4b41-b051-e2c4dced0a54 · outbound

This paper cites arXiv preprint arXiv:2510.15414 , year =.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association arXiv preprint arXiv:2510.15414 , year =

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:53:28.912560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a9b1e1fc-2561-4133-b133-98ef546cb655 · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97522ae5-a1a8-408c-8fd9-47ee6ce3f488 · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea83efa7-cfc1-4f24-9fe5-7a3acd62abc0 · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fca9f35-52e9-4c00-ba11-b68504ba3b7b · outbound

This paper cites If no issues were ,→found, state that clearly.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association If no issues were ,→found, state that clearly

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68e1b72-95a3-48c3-bc5b-76023a2eb208 · outbound

This paper cites ,→No adjustments needed.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association ,→No adjustments needed

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 832e347a-cb5d-4533-815c-4d6eb5fa8841 · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65061568-fbcd-4895-8971-6aa533df5c19 · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb8640bd-cc8f-4599-a663-8ed1b2b35681 · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc676eb4-0ae0-48d0-a0cb-2c317d2a6ff5 · outbound

This paper cites Connection.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Connection

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc24daa-993c-4569-8cd6-ee255166faf2 · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e699f302-593f-4bb8-a8be-2c6848feb139 · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 249c9cc0-8bf0-4978-b8a1-99960701b5d8 · outbound

This paper cites ,→Include a word only if you believe ,→the clue-giver plausibly chose [Clue ,→] to point to it.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association ,→Include a word only if you believe ,→the clue-giver plausibly chose [Clue ,→] to point to it

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f15864d-c1d3-4ce8-983c-a223e6d1819b · outbound

This paper cites an unresolved cited work.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417f8b08-b6e5-43b6-b66e-1c33fc21266e · outbound

This paper cites The core concept avoids ,→cliches, offering a unique ,→perspective or inventive treatment ,→of the theme.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association The core concept avoids ,→cliches, offering a unique ,→perspective or inventive treatment ,→of the theme

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 518e509d-66e5-423f-b80d-229d144fbfb0 · outbound

This paper cites The ,→author uses vivid imagery and ,→figurative language to immerse the ,→reader in the story-world.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association The ,→author uses vivid imagery and ,→figurative language to immerse the ,→reader in the story-world

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1793c4-7976-4235-98f6-46f6af29e9b7 · outbound

This paper cites The ,→conflict is compelling and drives an ,→organic narrative arc.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association The ,→conflict is compelling and drives an ,→organic narrative arc

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3f6fe36-65e2-48a7-bd43-ead361402dcd · outbound

This paper cites ,→Remember, it's all in the timing.

Playing with Words, Improving with Rewards: Training Language Models for Creative Association ,→Remember, it's all in the timing

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T13:45:40.671855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.