Paper Citation Record · LEDGER

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2602.21228.

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

pith.paper-citation-record.v1
2602.21228 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T07:59:35.303413Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

15 of 15 outbound references displayed

verified exact1
verified fuzzy3
unresolved6
parse uncertain2
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 035981a2-0272-45d4-abc0-f931a2a19ce8 · outbound

This paper cites Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.619454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78665939-c070-4940-b5c8-311b16c0e4b0 · outbound

This paper cites Deepseekmath-v2: Towards self-verifiable mathematical reasoning.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Deepseekmath-v2: Towards self-verifiable mathematical reasoning

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.616440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 94562801-110d-491c-bbbf-b212378d88a0 · outbound

This paper cites Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.613350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation efe2476a-6851-4131-9d2c-4224151a62b0 · outbound

This paper cites thinking-process reward.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following thinking-process reward

Reference 4

Resolution: malformed identifier; arxiv_id, observed 2026-05-16T08:00:44.610451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a02ac39-0c51-4124-bd12-dd7ddc0a8acd · outbound

This paper cites logicality.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following logicality

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T08:00:44.916499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe7021bf-73c1-4446-983f-8207eeb717da · outbound

This paper cites an unresolved cited work.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-16T08:00:44.914086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 719b44f0-b806-4ddc-8589-dffc306a67e3 · outbound

This paper cites an unresolved cited work.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-16T08:00:44.911721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a847c8da-de5a-4c1c-b764-2cd3591c594b · outbound

This paper cites How should shared resources be prioritized to avoid prioritization-related issues in embedded systems where resources are highly competitive?.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following How should shared resources be prioritized to avoid prioritization-related issues in embedded systems where resources are highly competitive?

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T08:00:44.909257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7845c3be-ed28-4eea-9835-c90c42254984 · outbound

This paper cites an unresolved cited work.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-16T08:00:44.918972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b71e1b7-a5fe-4ae7-98cb-a1f1e3f88549 · outbound

This paper cites an unresolved cited work.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Unresolved cited work

Reference 10

Resolution: parse uncertain; raw_fallback, observed 2026-05-16T08:00:44.906918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e66ce54-5713-428b-9dec-fe79f84baadb · outbound

This paper cites an unresolved cited work.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-16T08:00:44.904680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0afd739b-236b-4640-bf24-3b37902298d5 · outbound

This paper cites an unresolved cited work.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-16T08:00:44.902789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10a0123d-7605-4abc-be69-353c4bffe6de · outbound

This paper cites an unresolved cited work.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-16T08:00:44.896533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8d6b863f-e37a-4b84-a563-d4e7134a9b22 · outbound

This paper cites an unresolved cited work.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following Unresolved cited work

Reference 14

Resolution: parse uncertain; raw_fallback, observed 2026-05-16T08:00:44.900836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d2a1df9-106a-42da-82dc-6c8192e744d3 · outbound

This paper cites What key issues should be addressed in a requirements document?.

ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following What key issues should be addressed in a requirements document?

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T08:00:44.899089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.