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Paper Citation Record · LEDGER

Fraud detection in telephone conversations for financial services using linguistic features

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1912.04748.

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

pith.paper-citation-record.v1
1912.04748 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 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:24:59.205875Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T14:28:35.003578Z

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 208d940f-204c-42c4-bb4e-142ab8b9d186 · inbound

Advanced Real-Time Fraud Detection Using RAG-Based LLMs cites this paper.

Advanced Real-Time Fraud Detection Using RAG-Based LLMs Fraud detection in telephone conversations for financial services using linguistic features

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-10T14:28:35.104434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:28:34.376360Z digest=sha256:96832e505a9e712cae492cbead5a5307e5d0615643d81fe107a8d819e6ffd4ca

Observation c1c0f31b-7bea-4ec2-a3f3-424b542e4daf · inbound

Joint Detection of Fraud and Concept Drift inOnline Conversations with LLM-Assisted Judgment cites this paper.

Joint Detection of Fraud and Concept Drift inOnline Conversations with LLM-Assisted Judgment Fraud detection in telephone conversations for financial services using linguistic features

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T23:24:59.205875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:24:59.205875Z digest=sha256:066eca025737809e95675460f8eedadac2dbea2669945408ed864cb744c378f5