Paper Citation Record · LEDGER

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

As of 21 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2502.03964.

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

pith.paper-citation-record.v1
2502.03964 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:09:34.269786Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact12
verified fuzzy4
unresolved18
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd08bd3f-e784-44c2-9532-62c8759cce9d · outbound

This paper cites GPT-4 Technical Report.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T00:09:34.093015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c8722da-a8c5-4c71-bb9b-fbcb35bda8aa · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:36.264802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6a684057-dba8-43ca-829f-edd16f64729a · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-09T00:09:34.103733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634c41b4-bfa6-4448-a2c5-a41ff43849b4 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:36.182571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec87f48a-1639-49ae-862e-69b22e22fb94 · outbound

This paper cites Distinguishing Scams and Fraud with Ensemble Learning.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Distinguishing Scams and Fraud with Ensemble Learning

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-09T00:09:34.711156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 973ab053-d2e2-4fef-8e3c-9c2881048e39 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:36.167135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 165209b4-5751-47cf-bf23-8cc53412a534 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:36.151818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 21b0c445-19d7-4969-aa74-662f76da23ba · outbound

This paper cites Mitchell.

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

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:09:36.135374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1a532367-3a53-4781-8ba9-9bf114ff3bb1 · outbound

This paper cites Dzindolet, Scott A.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Dzindolet, Scott A

Reference 9

Resolution: malformed identifier; doi_truncated, observed 2026-08-09T00:09:34.400726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d54848dc-98dd-4782-af2c-c2079fab5f28 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T00:09:34.149743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5ffdf6-be98-4ece-89ca-22442ae7dce8 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 11

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:09:35.620822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f9d3be7-2c7b-4401-867f-45132cbb2ffd · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:36.119151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 18f4428c-7bc8-43b5-ad93-9dc1ffa74ccc · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 13

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:09:35.374875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 36108ce0-f654-498a-9202-f0900cc21f04 · outbound

This paper cites GPT-4o System Card.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams GPT-4o System Card

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T00:09:34.168732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b711222-c90a-449b-a9d2-6be6783568a0 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:36.050104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b04d229d-5284-401c-bd69-ab1269fab5b7 · outbound

This paper cites Hong, and Jeffrey Nichols.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Hong, and Jeffrey Nichols

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T00:09:34.177989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c673de08-ddc7-4d5f-bada-228a9031a544 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-09T00:09:34.377073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b44a571-8385-4937-a27c-201c2f6f1323 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-09T00:09:34.362001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a7dbdd2-227c-41c3-8fbc-dfcd0aa1a18e · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:35.967345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4e7488dc-be4e-48ae-b02f-57f4836ef73b · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-09T00:09:34.347350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5fe8614b-8e13-4e4c-9822-8166d8aaf9fa · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:35.934817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 449c860c-09aa-489c-9ca6-e07da8978728 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T00:09:34.204615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc048f8-7ef4-40c4-a631-82fb0462eaf9 · outbound

This paper cites If We Don’t Listen to Them, We Make Them Lose More than Money:.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams If We Don’t Listen to Them, We Make Them Lose More than Money:

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:09:35.909422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 870ef0fd-4bff-4c69-93c2-d957e7505601 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-09T00:09:34.321917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc11e87b-c25d-47ac-a742-b2983536dcca · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T00:09:34.223606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6c03db-50e1-4168-8ea0-ba46f85bfe66 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:35.829642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6bc2b1e1-d58c-4c7b-896c-3c0112105cc6 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:35.746538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a98cea5c-3993-4794-852d-93b099af13ab · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:09:35.682641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3a4fc88c-d1f5-4325-b89b-875c719b76a5 · outbound

This paper cites Tseng, Jia-Ching Ying, Che-Wei Huang, Yimin Kao, and Kuan-Ta Chen.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Tseng, Jia-Ching Ying, Che-Wei Huang, Yimin Kao, and Kuan-Ta Chen

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:09:35.668222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 896ebabf-033d-4d43-99d7-7b48509a2ca4 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-09T00:09:34.306070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 441cd53e-5fb7-404b-ac28-649400187e97 · outbound

This paper cites an unresolved cited work.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams Unresolved cited work

Reference 31

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:09:34.892906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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

This paper cites Combating Phone Scams with LLM-based Detection: Where Do We Stand?.

"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 2026-08-21T06:32:19.484+00:00.

Observation 4b67b322-b658-4d99-8cd1-9e00ee03f08f · outbound

This paper cites In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’15).

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’15)

Reference 2015

Resolution: malformed identifier; arxiv_id_nonexistent, observed 2026-08-09T00:09:35.086256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 72a209b3-f424-41b9-a3ed-4422491be6a7 · outbound

This paper cites In The Journals of Gerontology: Series B, Vol.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams In The Journals of Gerontology: Series B, Vol

Reference 2020

Resolution: verified exact; doi, observed 2026-08-09T00:09:34.415472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 909db37e-ef32-45a0-afac-87f8ccd1d6d0 · outbound

This paper cites We Even Borrowed Money From Our Neighbor.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams We Even Borrowed Money From Our Neighbor

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:09:35.884206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c60560e7-5aa5-49c0-aa25-de3e07fb8c32 · outbound

This paper cites ACM Transactions on Computer-Human Interaction 29, 4, Article 35 (March 2022), 33 pages.

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams ACM Transactions on Computer-Human Interaction 29, 4, Article 35 (March 2022), 33 pages

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-09T00:09:34.209881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e84942e-aadd-4350-b033-e07a455bd9b0 · outbound

This paper cites arXiv preprint arXiv:2412.00621 (2024).

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams arXiv preprint arXiv:2412.00621 (2024)

Reference 2024

Resolution: verified exact; arxiv_id, observed 2026-08-09T00:09:34.685744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.