Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T06:45:57.682881Z
Paper Citation Record · LEDGER
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction
As of 3 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 2 inbound Pith citation observations for arXiv:2602.07408.
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 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T14:28:17.268201Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
17 of 17 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4a8c828d-094f-48f8-98b5-b24257d49273 · outbound
This paper cites Neema, N., Mukherjee, S., Shah, S., Ramakrishnan, G., and Venkatesh, G.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Neema, N., Mukherjee, S., Shah, S., Ramakrishnan, G., and Venkatesh, G
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T06:47:27.979766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 361bb12e-b910-4e46-9e75-bcb09cbf0129 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.568982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 20c19d15-cece-4587-ab95-be875313cdb6 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.573644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b18cfdd9-1e91-4657-ad61-c4019c4f9dfd · outbound
This paper cites USER PROMPT: Analyze context: Cell Line: {cell line}, Perturbation: {pertor moa}, Target Gene: {targetgene} Network agent You are a Systems Biology expert.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction USER PROMPT: Analyze context: Cell Line: {cell line}, Perturbation: {pertor moa}, Target Gene: {targetgene} Network agent You are a Systems Biology expert
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T06:47:28.571704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f656fd72-6720-4866-8d34-86910be9aa56 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.576258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2abd3e2f-cd45-4a85-8761-c27b65d6d4b9 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.566692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9bb644b4-3d09-4f12-8238-fcdd16f2c86e · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.537192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 45918a8b-ebd3-4da3-916a-66ac8783e147 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.544412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 8c448d47-d9a4-483d-9a6a-1620a1499ad6 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.564058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 60b6e390-7e18-41e9-95ef-0c00366b5b83 · outbound
This paper cites - Using history direction as the primary or sole justification is NOT allowed.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction - Using history direction as the primary or sole justification is NOT allowed
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T06:47:28.558914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9fdb7188-ae6e-46b2-a0fb-d36964951d78 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.541900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation dbba9481-16d5-46f0-8617-afb589827199 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.561625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 10779fe0-1f40-4e84-984e-ce58a5519382 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.546961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1a8c8a72-4c97-41de-8408-cbd8a0a8b0c8 · outbound
This paper cites - Do NOT judge biological correctness or the final answer.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction - Do NOT judge biological correctness or the final answer
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T06:47:28.555941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 10a128f5-9485-41bb-b594-c32cf04f8c0b · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.539762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7ed243b0-325c-405a-b369-0a47a3f89489 · outbound
This paper cites an unresolved cited work.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T06:47:28.549771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c265ea8d-fc16-43ea-96d5-83e39cee6437 · outbound
This paper cites - If ANY inconsistency is found, verdict MUST be ”problematic”.
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction - If ANY inconsistency is found, verdict MUST be ”problematic”
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T06:47:28.552886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Pith citing papers
Observation 8bb2365d-1194-4031-b5ae-1f45d0d598a2 · inbound
PertReason: A Knowledge-Grounded Benchmark and Framework for Cell-State-Conditioned Mechanistic Reasoning of Perturbation Effects cites this paper.
PertReason: A Knowledge-Grounded Benchmark and Framework for Cell-State-Conditioned Mechanistic Reasoning of Perturbation Effects Progressive Multi-Agent Reasoning for Biological Perturbation Prediction
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T14:28:17.268201Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7c388a5-b657-4ce6-a3e3-5e4b15c43616 · inbound
Evaluating Agentic Bioinformatics through Function, Evidence, and Validation cites this paper.
Evaluating Agentic Bioinformatics through Function, Evidence, and Validation Progressive Multi-Agent Reasoning for Biological Perturbation Prediction
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:48:22.591794Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.