Paper Citation Record · LEDGER

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2506.11475.

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

pith.paper-citation-record.v1
2506.11475 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:20.376093Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy29
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a34d679-a364-4558-ac8b-85c87c8c518d · outbound

This paper cites Crime Forecasting: A Deep Learning Approach,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Crime Forecasting: A Deep Learning Approach,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.191635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 29a2960a-071a-4a22-b2f2-b5c1aeee0ffe · outbound

This paper cites Explainable Crime Forecasting,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Explainable Crime Forecasting,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.180030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a77f0061-5d78-4dfc-8472-efc14cf89617 · outbound

This paper cites Language Models Are Few-Shot Learners,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Language Models Are Few-Shot Learners,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.167999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 51f581e6-5922-49f5-89ff-1046798916e5 · outbound

This paper cites HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:20.243629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1523ecc-db42-4591-a389-17ada31d5835 · outbound

This paper cites Mastering the Game of Go Without Human Knowledge,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Mastering the Game of Go Without Human Knowledge,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.156335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 780bf938-d83c-4c5b-a9d4-7e3ee01a0ca4 · outbound

This paper cites Learning with Latent Language,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Learning with Latent Language,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.144398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9943f549-383c-4bbc-9de9-b1bcb0e99810 · outbound

This paper cites Membership Inference Attacks Against Machine Learning Models,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Membership Inference Attacks Against Machine Learning Models,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.132962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9465b553-a9f9-4d87-ab77-d06586275466 · outbound

This paper cites Spatio -Temporal Analysis of Urban Crime Using Deep Learning,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Spatio -Temporal Analysis of Urban Crime Using Deep Learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.121410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9207b8b-6876-40fa-969b-63ab22fbe2cd · outbound

This paper cites DeepCrime: Attentive Hierarchical RNN for Crime Prediction,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction DeepCrime: Attentive Hierarchical RNN for Crime Prediction,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.108002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3c2491dd-26fe-4e56-8708-baa282408534 · outbound

This paper cites GCRN: Graph Convolutional Recurrent Network for Crime Forecasting,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction GCRN: Graph Convolutional Recurrent Network for Crime Forecasting,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.096515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d7154bb5-3f77-40f7-a8a4-d514cb4a9497 · outbound

This paper cites Hutter, L.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Hutter, L

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.084845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9d972475-944a-43fb-983e-ae367613cce8 · outbound

This paper cites FIR NLP Analysis for Crime Investigation,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction FIR NLP Analysis for Crime Investigation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.073270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 88217834-e81c-41fa-86e4-a5aa342c2847 · outbound

This paper cites A Survey on Self -supervised Contrastive Learning for Multimodal Text-Image Analysis,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction A Survey on Self -supervised Contrastive Learning for Multimodal Text-Image Analysis,

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:07:20.735610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3272e131-d7e0-4268-8225-d1be63fa710b · outbound

This paper cites A Survey of the Self Supervised Learning Mechanisms for Vision Transformers.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction A Survey of the Self Supervised Learning Mechanisms for Vision Transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:20.282506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43c2e862-f18f-4eb5-9430-93e3f35925b3 · outbound

This paper cites Chicago Crime Dataset,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Chicago Crime Dataset,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.061274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1f848329-77e2-42d3-bb41-b3543caab488 · outbound

This paper cites A Survey on Transfer Learning,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction A Survey on Transfer Learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.048543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 77b11845-0145-4d6f-8851-7bb65139fe82 · outbound

This paper cites A Density-Based Algorithm for Discovering Clusters,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction A Density-Based Algorithm for Discovering Clusters,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.036870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b606a006-325c-4bdd-8906-1f5e5c385120 · outbound

This paper cites Cooperative multi -agent learning: The state of the art,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Cooperative multi -agent learning: The state of the art,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.024639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e49c8f4-0c3e-42b5-b9eb-1b1cec1080db · outbound

This paper cites Striving for Simplicity: The All Convolutional Net,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Striving for Simplicity: The All Convolutional Net,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:21.011746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 92d22f25-0f5b-44da-bbef-8895f4c1981e · outbound

This paper cites an unresolved cited work.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:07:20.999539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a1f06df7-420e-4247-9d28-7ac2824c8ab6 · outbound

This paper cites Shoham and K.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Shoham and K

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.986888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1995b601-d635-4991-a2d9-3339299a6a0a · outbound

This paper cites Distributed problem solving and planning,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Distributed problem solving and planning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.973806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2634af3b-c9bb-455b-97e8-02838b574bfe · outbound

This paper cites Wooldridge, An Introduction to MultiAgent Systems, 2nd ed.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Wooldridge, An Introduction to MultiAgent Systems, 2nd ed

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.946362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 38249145-36c7-42a0-9160-49257edc08d4 · outbound

This paper cites An agent -based approach for building complex software systems,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction An agent -based approach for building complex software systems,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.900178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6a7e6129-a2bc-46e5-a58d-efde64a1427e · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:20.323812Z

Source-reported events for the cited work

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Observation 051415a7-7807-4653-b8a7-8102f9e5b56f · outbound

This paper cites Critic-Guided Decoding for Controlled Text Generation.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Critic-Guided Decoding for Controlled Text Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:20.327623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3d6fa6-ad59-4c72-bb6b-f667b66e5a57 · outbound

This paper cites Guidelines for Human -AI Interaction,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Guidelines for Human -AI Interaction,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.865504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation db00b13b-fa10-4a6e-a391-7a905af0724f · outbound

This paper cites Evidence for a collective intelligence factor in t he performance of human groups,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Evidence for a collective intelligence factor in t he performance of human groups,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.851431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a93ae014-9d4b-4d45-ba16-ef895ed15b7d · outbound

This paper cites Machine behaviour,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Machine behaviour,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.839254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d29e8ee-3a15-450a-8c48-fb3a1f70d0ab · outbound

This paper cites Multiagent systems: A survey from a machine learning perspective,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Multiagent systems: A survey from a machine learning perspective,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.826873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a436bf1-7d9a-41bb-9f47-01dd62214935 · outbound

This paper cites Self-Diffusion of Glycerol in $\gamma$-Alumina Nanopores: Understanding the Effect of Pore Saturation on the Dynamics of Confined Polyalcohols.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Self-Diffusion of Glycerol in $\gamma$-Alumina Nanopores: Understanding the Effect of Pore Saturation on the Dynamics of Confined Polyalcohols

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ac2412f-070b-4ff7-a888-33e89a891c84 · outbound

This paper cites Surowiecki, The Wisdom of Crowds.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Surowiecki, The Wisdom of Crowds

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.811661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 011713b6-1d08-4944-a249-f7c64a652308 · outbound

This paper cites Emergent Tool Use From Multi-Agent Autocurricula.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Emergent Tool Use From Multi-Agent Autocurricula

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:20.352882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9370f0d8-619c-4cce-aad0-cdd547a78bc1 · outbound

This paper cites Inequity aversion improves cooperation in intertemporal social dilemmas,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Inequity aversion improves cooperation in intertemporal social dilemmas,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.799741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6c59b9e2-c229-48bf-a138-4700a0b7400b · outbound

This paper cites Language Models are Few -Shot Learners,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Language Models are Few -Shot Learners,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.787380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 43c2d16c-3197-408d-b492-9086ef71ebf7 · outbound

This paper cites Khan, Mukhtar, S., Rizwan, M., Shah, N.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Khan, Mukhtar, S., Rizwan, M., Shah, N

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.775138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a2c8ee59-46e2-4059-aa34-080ac3a37cb1 · outbound

This paper cites A Recent Survey of Vision Transformers for Medical Image Segmentation.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction A Recent Survey of Vision Transformers for Medical Image Segmentation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:20.368225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78995718-8151-4438-918f-15b54666bba6 · outbound

This paper cites Advances in LLMs with Focus on Reasoning, Adaptability, Efficiency and Ethics,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction Advances in LLMs with Focus on Reasoning, Adaptability, Efficiency and Ethics,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:20.371935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8dac6f0-2b8c-4f72-a742-8fdcfff18b64 · outbound

This paper cites A Survey of the Vision Transformers and Their CNN- Transformer Based Variants,.

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction A Survey of the Vision Transformers and Their CNN- Transformer Based Variants,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:20.762927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.