Paper Citation Record · LEDGER

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification

As of 18 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 5 inbound Pith citation observations for arXiv:2412.04494.

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

pith.paper-citation-record.v1
2412.04494 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:20:15.957715Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:25:19.166044Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:16:44.634744Z

Reference resolution

48 of 48 outbound references displayed

verified exact3
verified fuzzy1
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 763f74ed-ad8e-4156-a650-9e4cbde0309c · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.793478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2290336-f3a8-4d62-ad4d-4241aa3547de · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:30.771217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation beaa721e-40f3-4c38-8774-9de5b937a2a3 · outbound

This paper cites The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.801221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e127d40-a680-4580-8d65-73d947ca757e · outbound

This paper cites Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can't Answer?.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can't Answer?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.806080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bccdd5cc-c63b-4c32-aa27-e9c4d3cbfa19 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.810160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 112056dd-2290-497d-bf19-55cdc7ba23c0 · outbound

This paper cites Yu, Qiang Yang, and Xing Xie.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Yu, Qiang Yang, and Xing Xie

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.813566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7238061-d5bf-403b-9745-5c86fd486f56 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.817015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1194d329-7079-4ebc-82b0-fe1634d4d4f9 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.820134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f01d8e82-712a-4ae3-b414-413bcf4dd2c1 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.823470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6debb79f-c45f-4269-a5a6-9566b3f91e78 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.826761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f27bd2b-e768-47ad-a543-654d62da61fd · outbound

This paper cites The Llama 3 Herd of Models.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.829852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5c0f0f5-f60d-4d27-a38c-4a89b96dcc88 · outbound

This paper cites Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.833341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a006e470-47f7-4f2e-a2e8-1184d6af06c1 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:30.752436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ec59e05-a039-4599-b0e4-de1902a28d8c · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.840337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a6517a-3432-4879-b339-6b53a6652e7d · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.843954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6076ac15-3bd2-4f59-9f99-b5a8f06fba9b · outbound

This paper cites A Survey on LLM-as-a-Judge.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification A Survey on LLM-as-a-Judge

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.848094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dbaa452-aa39-4377-839c-a982691a1623 · outbound

This paper cites Chawla, Olaf Wiest, and Xiangliang Zhang.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Chawla, Olaf Wiest, and Xiangliang Zhang

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.852152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2632b4ac-0bb8-47ee-b5db-d9968b6cbfcb · outbound

This paper cites Hashimoto.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Hashimoto

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.855586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d767a64-4b21-4b4e-a9a7-c4c9f5c78465 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.858685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c13df5-cbfb-4693-8cec-429ab083987f · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.862790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3047d585-c2cf-41f4-a40e-45a81657ab5d · outbound

This paper cites Miller, Agnes F.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Miller, Agnes F

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.865948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1745a4e1-4f65-4c8d-91a4-00bfdc101f21 · outbound

This paper cites Large Language Models: A Survey.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Large Language Models: A Survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.868963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b592a5a7-b53b-429d-a485-3e60ac8f3d21 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:30.728558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcc9bb82-7b77-45f9-b2ee-dd5eb3e95f10 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.875956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26084a44-53fc-4426-9db8-b4d2b27878c3 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:30.720422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2e3b8998-f687-4070-9e90-42a72c3446e2 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.882247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b4c86c6-ca90-4470-8ee1-0c88fbc303e5 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.885208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fd5a337-0b22-4ca4-9aa6-4739907fbf8c · outbound

This paper cites GPT-4 Technical Report.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification GPT-4 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.888338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d52b1d73-d7ed-4d11-a5ec-0e6a670638f5 · outbound

This paper cites Zhang, Mark Harman, and Meng Wang.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Zhang, Mark Harman, and Meng Wang

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.891912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dee1bbee-8926-4a51-b8fd-8e64d7206cfc · outbound

This paper cites Gonzalez.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Gonzalez

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.895114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec9b36fe-ba75-4377-8bc1-f9e5905fa7a1 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-12T10:20:16.011919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88e9de47-7cf6-4a27-aa24-5bc38f676cb3 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.901209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2de6d09-2279-4209-9c4b-d868272f0fc3 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.904170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f48b7746-4570-466a-ab73-44af6b1c6296 · outbound

This paper cites Case2Code: Scalable Synthetic Data for Code Generation.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Case2Code: Scalable Synthetic Data for Code Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.907347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d9d083e-7717-4ead-b8f6-99ae00b57a50 · outbound

This paper cites Large Language Model Alignment: A Survey.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Large Language Model Alignment: A Survey

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.910861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a62909ab-e467-45cd-9ca4-a72d2bf2a048 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 36

Resolution: verified exact; doi, observed 2026-08-12T10:20:16.001976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab1885e0-087a-44a8-ae19-da9fec48554f · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.917494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b3c553a-eb2f-4ed4-88a7-31f1526a48cd · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.921394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1d1fbc-d14c-4bbe-bcbb-c089c1fd6b98 · outbound

This paper cites Aligning Large Language Models with Human: A Survey.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Aligning Large Language Models with Human: A Survey

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.925641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5210c58-39b9-4068-a9bc-8d8ab369b729 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.929427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d81b6ca-cad9-458a-b8e6-983456d5b93d · outbound

This paper cites White, Doug Burger, and Chi Wang.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification White, Doug Burger, and Chi Wang

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:20:30.679965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c6de447-54af-4994-a6f2-d1fcc16fa8f1 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.935862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a519eaf0-1a1c-47aa-b23f-99471c91aec4 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 43

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-12T10:20:30.423703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation be2de47a-980d-4c80-a9c3-c1669219312c · outbound

This paper cites A Survey of Large Language Models.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification A Survey of Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.944634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42cf7c57-156c-40ac-9491-b42ba5e6dc78 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.947925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3965bed-582d-4c3c-a4d0-bfdbbc954f95 · outbound

This paper cites an unresolved cited work.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.951014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e182c46-8b21-43d0-8e28-5b45bcabbb9d · outbound

This paper cites online" 'onlinestring :=.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification online" 'onlinestring :=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.954126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5885fc08-0f8e-4fff-be9e-cced3f785963 · outbound

This paper cites write newline.

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification write newline

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:15.957715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 350597a5-60f5-46f0-a1be-e1af06a080c4 · inbound

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning cites this paper.

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:47.821838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa8b2a81-59a5-405f-aee2-986b0899aea5 · inbound

TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation cites this paper.

TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:25:19.166044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f9038d-4e84-4613-bb54-52675ae60046 · inbound

A-MBER: Affective Memory Benchmark for Emotion Recognition cites this paper.

A-MBER: Affective Memory Benchmark for Emotion Recognition MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:56:00.976346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 184d6aba-7896-488f-871c-4fccb92e99f3 · inbound

Controllable and Verifiable Tool-Use Data Synthesis for Agentic Reinforcement Learning cites this paper.

Controllable and Verifiable Tool-Use Data Synthesis for Agentic Reinforcement Learning MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:15:58.359612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation add06b10-99a3-4260-821e-5822de252be7 · inbound

Towards Efficient and Evidence-grounded Mobility Prediction with LLM-Driven Agent cites this paper.

Towards Efficient and Evidence-grounded Mobility Prediction with LLM-Driven Agent MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:16:44.636262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.