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Paper Citation Record · LEDGER

Efficient Customer Service Combining Human Operators and Virtual Agents

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2209.05226.

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

pith.paper-citation-record.v1
2209.05226 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:51:44.546770Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-20T06:38:05.557413Z

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 8cd8f01c-f260-4841-92dd-50c783c74fe2 · inbound

Cloning a Conversational Voice AI Agent from Call\,Recording Datasets for Telesales cites this paper.

Cloning a Conversational Voice AI Agent from Call\,Recording Datasets for Telesales Efficient Customer Service Combining Human Operators and Virtual Agents

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T05:51:44.546770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:51:44.546770Z digest=sha256:a543e5ad153ac4329a108fb2f01fb866fc4c14b9c0e1475c2fece22259f05939

Observation 103ce4aa-c396-4f8f-913c-2922e1135923 · inbound

Towards Trust Calibration in Socially Interactive Agents: Investigating Gendered Multimodal Behaviors Generation with LLMs cites this paper.

Towards Trust Calibration in Socially Interactive Agents: Investigating Gendered Multimodal Behaviors Generation with LLMs Efficient Customer Service Combining Human Operators and Virtual Agents

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:38:05.558981Z

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.

source=pdf_text observed=2026-05-20T06:37:20.291661Z digest=sha256:d42750146b20dee79508a28870ccd232ddb697854965076f879d1159fd20b0c7