Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T00:09:34.269786Z
Paper Citation Record · LEDGER
"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams
As of 20 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.