Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
MindFlow: Revolutionizing E-commerce Customer Support with Multimodal LLM Agents
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2507.05330.
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 2026-06-30T04:48:51.748711Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T16:14:53.944049Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation dbf432cc-02a7-4360-982f-385335bf4c20 · inbound
MESA: Prioritizing Vulnerable Communication Channels for Securing Multi-Agent Systems cites this paper.
MESA: Prioritizing Vulnerable Communication Channels for Securing Multi-Agent Systems MindFlow: Revolutionizing E-commerce Customer Support with Multimodal LLM Agents
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T16:14:53.945572Z
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.