Paper Citation Record · LEDGER

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following

As of 11 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2508.02150.

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

pith.paper-citation-record.v1
2508.02150 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:14:36.480639Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy11
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30ef7ae3-2cc4-46d8-8669-388d24235a35 · outbound

This paper cites To make the instructions more complex, I want you to identify and return five atomic constraints that can be added to the seed question.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following To make the instructions more complex, I want you to identify and return five atomic constraints that can be added to the seed question

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:36.131823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36fea6dd-fb2d-48b9-9067-968e99c5cdf4 · outbound

This paper cites an unresolved cited work.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:36.168195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88453eb8-30b2-4c03-8bcd-bcf6610ad178 · outbound

This paper cites �� .

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following ��

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.226387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 070800b4-ace1-497f-b440-6ef268daf33c · outbound

This paper cites �� .

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following ��

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.208220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9f26d81b-e226-42fa-809b-e6c91f2e289c · outbound

This paper cites �� .

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following ��

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.190858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a037e7a0-6edb-40ab-9a61-51cae0ebd1bf · outbound

This paper cites Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:36.026653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67020480-fe39-4fbd-813e-01d0dd2054e7 · outbound

This paper cites 5-thinking: Advancing superb rea- soning models with reinforcement learning.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following 5-thinking: Advancing superb rea- soning models with reinforcement learning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.169330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 63de9e48-05d5-465a-9c44-e346864dee00 · outbound

This paper cites �� .

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following ��

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.149630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2c1eee46-b55f-402a-bea0-bc133bc518f5 · outbound

This paper cites �� .

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following ��

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.127153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c35bf93f-2f11-48ec-8320-bd251713d45a · outbound

This paper cites �� .

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following ��

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.100189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f10955ec-320c-4dcf-88b3-31dc5b3ad4b1 · outbound

This paper cites joy,” “anger,.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following joy,” “anger,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.053649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 80807db4-1b09-4088-9b74-8b1f1dce4a6e · outbound

This paper cites You may choose one or more constraints from the list or propose new ones if needed.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following You may choose one or more constraints from the list or propose new ones if needed

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:36.185917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0fe6964-45f9-4668-b253-2224dcc20fbc · outbound

This paper cites Your task is only to generate new constraints that can be added to it.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Your task is only to generate new constraints that can be added to it

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:36.214321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92f8690-123b-4b0e-be3b-87b7688341dd · outbound

This paper cites c1": "<first constraint>.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following c1": "<first constraint>

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:36.232092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9361bf8c-c861-48cb-bb46-f8bf52b01c33 · outbound

This paper cites No explanation, no reformulated question, no analysis—only the JSON structure.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following No explanation, no reformulated question, no analysis—only the JSON structure

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:36.256221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e7f2873-a75e-42d1-8e88-bdb640d3c879 · outbound

This paper cites an unresolved cited work.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:36.274838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf2fcc35-c469-47f5-824d-79fce6f97408 · outbound

This paper cites an unresolved cited work.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:14:36.865813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b66d7156-b68c-4fe7-81ac-19e21775824d · outbound

This paper cites an unresolved cited work.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:14:36.759569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e9c347f7-e45b-4334-83c9-30fd4bc1f17a · outbound

This paper cites an unresolved cited work.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:14:36.729126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b174ff10-11e9-43f2-ad0e-d195c6ee65df · outbound

This paper cites an unresolved cited work.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:14:36.706982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2e865080-540f-4fbe-8c8a-f2986f6aa140 · outbound

This paper cites an unresolved cited work.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:14:36.671862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3bae2fd9-3e61-43c5-9537-737eb96254dc · outbound

This paper cites You are a meticulous assistant who precisely adheres to all explicit and implicit constraints in user instructions.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following You are a meticulous assistant who precisely adheres to all explicit and implicit constraints in user instructions

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:36.788801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26ba5337-378b-4f70-81c4-be680506db97 · outbound

This paper cites an unresolved cited work.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:14:36.632653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bbec9262-9820-4269-a73a-bdcc7c5e36f2 · outbound

This paper cites Whisker’s Quest.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Whisker’s Quest

Reference 27

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T05:14:36.609633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation de110678-2512-4b55-bcfb-39ab272fa84a · outbound

This paper cites �� .

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following ��

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.243055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8919734b-a4e7-414d-a5ab-e7bf419868f0 · outbound

This paper cites In �� , pages 18632–18702.

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following In �� , pages 18632–18702

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:14:37.259997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.