Paper Citation Record · LEDGER

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2510.08948.

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

pith.paper-citation-record.v1
2510.08948 v4

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:43:27.551981Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb5b3b2f-3ca9-4c7c-a1f9-3744892479a2 · outbound

This paper cites The Llama 3 Herd of Models.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management The Llama 3 Herd of Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:23.273290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee98593-4ca9-4234-8e58-395b3b59e3c9 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:23.353651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e043182-354a-42a0-94d5-caed47c6431c · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:23.503970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c421c5de-b194-42d7-ad2a-e3178d88e228 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:23.657610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b66b1b46-ba2a-4e41-8bdc-5ea83fdf80ed · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:23.763971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e37774-0644-4b94-8226-691ddaf3aeaa · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:23.870351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf1038d-7b16-408f-9efb-a7bc28010388 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.014101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc9d182-36d6-4c72-b8f7-4c42fbdc1496 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.115520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48af1efe-7958-4fa0-a815-9ff62a2b02e6 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.253701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75417b3e-e646-48d1-a776-f111b8306d6d · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.393498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95888562-5da7-4f56-8594-85e20caa2adf · outbound

This paper cites GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.517821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c859bc-d227-472f-a1ac-d9a5ba2f8314 · outbound

This paper cites A Time Attention based Fraud Transaction Detection Framework.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management A Time Attention based Fraud Transaction Detection Framework

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.612930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a40c8c3b-4663-4358-8759-4fc3861e7754 · outbound

This paper cites DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.716375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edd91176-cc49-466a-8e12-d1bde9c81d34 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.864386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbd7832d-2c3b-4fae-a4b6-57056e633e06 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:24.987235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 668dc819-cedc-40b6-b9b3-af3454be3488 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.091949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c40686-c1f4-4f01-9ce5-75de6afb5e3b · outbound

This paper cites Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.312997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61524804-0b05-4b74-b779-acc97350cf5c · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.412362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aeba157-364a-4743-907c-3f794231d93d · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.467366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa7cfb2-416e-40f8-beea-0309d41ac226 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.548990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db03d1d3-d3c6-4b04-9514-67c621e75c45 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.643515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3f66b7e-bc0d-4800-b97c-187a3121e14f · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.732821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabd2710-88e9-46e4-aae3-784f8ec4474d · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.819057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 406301bf-a0d4-4905-a841-7e3b7fefe927 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.931814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d34be374-0746-4c7a-9e08-10e6f49f8195 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.009113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed1d8279-cffe-4390-92ae-2d17c4224d74 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.064222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9028725a-e2da-4089-a568-e17b15c940b5 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.146224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda98ac7-4c48-4009-affe-6c178ae4df36 · outbound

This paper cites Treasure Island.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Treasure Island

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.301180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90ed9b45-3c00-40ac-b474-f18929059315 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.373449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b98649ae-cf52-42ba-8314-1679f13350d8 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.486474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 513c7346-60ad-489b-8331-eb9241f137be · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.667878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c54796-7e17-47d5-b3f2-dc72464640be · outbound

This paper cites misjudgments.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management misjudgments

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.795415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 020e5ff1-63ad-450b-a4d1-b13d7e7584af · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.923938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b75f6b58-4021-4ef6-8363-7f0e5bd5357d · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:27.066337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8daf7e-2cd0-422b-a5a4-bfa0abf00f7b · outbound

This paper cites user_age.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management user_age

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:27.152125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4201fa8-4914-4cc3-b104-e482b3b25a0d · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:27.226216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b124e93-8206-45b9-b747-14dd17095bc4 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:27.290248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d3a79d9-de87-4586-83d3-52a2df592469 · outbound

This paper cites claim":.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management claim":

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:27.356035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7573799b-34fa-4b78-bce5-b4f845eee421 · outbound

This paper cites an unresolved cited work.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:27.419183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2ca47d-78b6-4c27-99a9-7d364ae9a738 · outbound

This paper cites claim":.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management claim":

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:27.551981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99e2b79-b2fc-4b66-a8bd-1673c8da5a39 · outbound

This paper cites InProceedings of the 13th International Conference on Web Search and Data Mining.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management InProceedings of the 13th International Conference on Web Search and Data Mining

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:26.220354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a9f65ad-9daa-42a4-908a-29746937fbe4 · outbound

This paper cites InPacific-Asia Conference on Knowledge Discovery and Data Mining.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management InPacific-Asia Conference on Knowledge Discovery and Data Mining

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.207991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.