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Paper Citation Record · LEDGER

An Explorative Study of Pig Butchering Scams

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2412.15423.

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

pith.paper-citation-record.v1
2412.15423 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:38:27.996077Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T16:08:33.689095Z

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 bce24c0c-891f-4a9f-b874-e7dcd50876bd · inbound

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants cites this paper.

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants An Explorative Study of Pig Butchering Scams

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T15:38:27.996077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:38:27.996077Z digest=sha256:ddb7adbf06e4348ab81daadaa8568d056d48f8743aabff9f36f5bd46f14ddf1a

Observation 641ba9de-ece8-4870-a0ed-d8d814c815ae · inbound

How Generative AI Empowers Attackers and Defenders Across the Trust & Safety Landscape cites this paper.

How Generative AI Empowers Attackers and Defenders Across the Trust & Safety Landscape An Explorative Study of Pig Butchering Scams

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:10:26.051112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-17T23:08:21.946111Z digest=sha256:a39a757a6fa6705016c51149ee72dcda6bc2d07c9b103a52da2ce0bf4e422fc9

Observation 4cfba48b-1556-4621-a6bd-6992a0ae3dc8 · inbound

Read This Paper to Get $50 Million:* An Analysis of Mobile Messaging Scams Using Reddit Data cites this paper.

Read This Paper to Get $50 Million:* An Analysis of Mobile Messaging Scams Using Reddit Data An Explorative Study of Pig Butchering Scams

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-20T16:08:33.690865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T16:04:13.124183Z digest=sha256:9d9f5b36899fe969fb66f6840587d94ebb874dc27b4add35b90bc366e118f759

Observation cc3ecf3f-93ce-4ee0-99f5-7471a8a3140a · inbound

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory cites this paper.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory An Explorative Study of Pig Butchering Scams

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-14T03:43:49.131694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T03:43:49.131694Z digest=sha256:640ba26db67e95dbdf10a2affcfe9cc1c48e10c7cc58da4175e6640e61513667

Observation b178cbc7-8c38-4c5a-aedd-f44d441d19e6 · inbound

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory cites this paper.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory An Explorative Study of Pig Butchering Scams

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T06:52:54.936714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:52:54.936714Z digest=sha256:5256fe0778a7300e95f2791e4cb1e07984a1172a082978f85e03238bc94168e1