Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T19:37:58.535491Z
Paper Citation Record · LEDGER
Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning
As of 6 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 3 inbound Pith citation observations for arXiv:2604.05164.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-08T22:25:35.119625Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-08T22:25:39.523993Z
Reference resolution
7 of 7 outbound references displayed
- verified exact0
- verified fuzzy1
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d3d7ef2b-b054-4a6e-8e7f-3688f24164c8 · outbound
This paper cites xRouter: Training cost-aware LLMs orchestration system via reinforcement learning.
Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning xRouter: Training cost-aware LLMs orchestration system via reinforcement learning
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T22:40:51.841350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 73b06b98-2616-4970-beb2-b467cded1947 · outbound
This paper cites an unresolved cited work.
Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T04:30:37.877473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 46f1895e-5232-419a-b4a6-6eab8b12ab62 · outbound
This paper cites an unresolved cited work.
Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T04:30:37.886434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d093bb1-6f32-4bac-9bc2-26b4e1b5aa81 · outbound
This paper cites an unresolved cited work.
Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T04:30:37.886172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 91c7da76-6aa7-468d-bb7e-0b6d34cd4516 · outbound
This paper cites an unresolved cited work.
Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T04:30:37.895069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 32ef5798-558e-46b0-a820-bec7139ad971 · outbound
This paper cites an unresolved cited work.
Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T04:30:37.893457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b1618ab6-199c-4cbd-95dc-94d968df0859 · outbound
This paper cites Be precise with calculations and show your reasoning within the given token limit.
Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning Be precise with calculations and show your reasoning within the given token limit
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T04:30:37.899547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 70b627c6-4c48-43ab-be6e-7cfa27fab874 · inbound
On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows cites this paper.
On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T19:56:09.099313Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7d11ad29-8c44-4e60-bcbe-dfda978ed12e · inbound
On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows cites this paper.
On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T03:50:55.012365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 97309de7-fb92-4a8f-9b92-3f424bfca6ce · inbound
Mitigating Factual Hallucination in Large Reasoning Models via Mixed-Mode Advantage Regularization cites this paper.
Mitigating Factual Hallucination in Large Reasoning Models via Mixed-Mode Advantage Regularization Not All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T22:25:39.525478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.