Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T12:37:10.079008Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2605.28433.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T12:37:10.079008Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 44523778-b5c9-4088-a940-6694d1501b11 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7701f5c5-215f-4cab-9090-5707dd9c0d03 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab647c2c-915f-4ab8-a828-94255cd982e0 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9c249da-cca5-4a7e-9c2c-eba50591de81 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 305c05da-6459-448b-bd58-9160c61b407b · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 535c6034-4838-473d-9be3-2fc7d6a86e8d · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning and **Day Z:** Fly from CityA to CityB
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 792cd821-fa97-4ded-b318-a77c08b434ae · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31740d6e-eb08-4889-9775-1bf54e5b41b3 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aea22d9f-2ecf-4ed1-8a0a-16251bba963c · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9249ef5-9450-4347-afb9-7157f7a7b9ca · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 336497f7-4f46-4bbd-95e5-098afdf5965e · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41414920-e119-4ee6-9800-0af8a62f91e1 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f441fa2d-586e-403b-87e1-f97fb487a260 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e2c1322-72c2-40f3-907c-a0b0b01487db · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 436ade63-1615-479a-8a4c-ab3b2a3e6013 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45bcda9f-bf7a-4a03-8381-b5a0d0bff154 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9037ca47-f803-4947-aa66-28bce3dd87f9 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning /cogsCandidate Synthesizer name: ’Candidate Synthesizer’ capability_tags: [’selection’, ’construction’, ’repair’] system_prompt: Use the parser’s subtask decision
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43fcb4a7-d778-4e8a-82cc-486f0c6f0d13 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fcbfb02-9893-450e-9fa1-9c3cce120138 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddc28e16-6e6c-4e18-ad9b-e61ca56fc5b4 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1f9d22a-691a-4272-ae76-58fdcf7e85f4 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Example: 2+2+3 stays across 3 cities gives 2+2+3-2=5 total days
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0091fe3-ece6-4157-a588-fe619e59c2c4 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 631018b5-8f37-4987-a26f-c574365c0bf3 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 117632aa-3e8d-4aff-9cac-9557583053b4 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c231b93-5e1a-469d-b936-ed53a56eaa05 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 667240c2-5a82-4e0d-9a31-99b05d6d25eb · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7df8608e-36ab-4e82-8e81-9a651bf1c15f · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Focus on route feasibility
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2743669f-5506-4e6f-909f-ae1b2fe0522e · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73f33810-7d80-46da-83b6-bba25e1f28d8 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a90bb87c-b78d-4246-bf9f-e1dc26051ec4 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Extract duration, day exclusions, time-of-day exclusions, earliest/latest preferences, and state- ments such as ’avoid Monday after 14:30
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 679e84e0-4cee-4fe7-ad14-64e8a2eed6b9 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7eee18df-5cb5-4ef1-b57d-c4c0e44000e8 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95d21549-2b93-456c-ab97-fcd3ae8e34a7 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d19f175-0928-468f-9307-8fa305a05289 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4988ac8c-8be0-4d64-94f3-1aa3674c162e · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Figure 15: NATURALPLANseed pool (part 3/6): calendar parser and calendar slot checker
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 083f4e1c-be2f-4aa9-a304-8c23144372b5 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d23a6b02-5c37-4a17-91ea-e7b61ce8d29c · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60353573-edb1-4e20-8841-3143404fdddf · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90a82210-733e-4efc-bff8-e570365a433b · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Do not propose the final schedule
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f75558e5-01a7-4e25-9262-01e9feabc4c9 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ee17956-2950-4978-b8ce-4fe3f66c1df0 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11ea057a-b2e2-42a6-aed6-8f36ceda84e2 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf13b851-05e7-42e4-a23e-3a2122708e01 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c6cffb8-067d-4e47-936b-f58a0b0e28c8 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Unresolved cited work
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0438b95a-1954-41ed-b2c7-1aa79df47669 · outbound
Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning Figure 16: NATURALPLANseed pool (part 4/6): meeting window analyzer and meeting route scheduler
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.