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Paper Citation Record · LEDGER

Combating Phone Scams with LLM-based Detection: Where Do We Stand?

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2409.11643.

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

pith.paper-citation-record.v1
2409.11643 v2

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 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:47:39.442798Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T00:09:35.102558Z

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 9401d5c9-8857-4fdf-b7b6-8aa9f1edacde · inbound

Distinguishing Scams and Fraud with Ensemble Learning cites this paper.

Distinguishing Scams and Fraud with Ensemble Learning Combating Phone Scams with LLM-based Detection: Where Do We Stand?

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T17:47:39.442798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:47:39.442798Z digest=sha256:75d8cd75aaeb8167e9960c65910d8a683a5304ba7808c4ec79164d9ec50bb045

Observation cfa98cf7-13e6-461d-ba2f-be2fc0ee318e · inbound

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams cites this paper.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Combating Phone Scams with LLM-based Detection: Where Do We Stand?

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-09T00:09:35.108535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T00:09:34.243361Z digest=sha256:793a3d5a17bea8b299c534c16b65d270663c3acc0eaa25da1e703e08604257e2