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Paper Citation Record · LEDGER

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning

As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2412.14588.

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

pith.paper-citation-record.v1
2412.14588 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:10:00.691404Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:08:04.643395Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9d75d98-6a89-41b6-9ec4-12a784aff9f7 · outbound

This paper cites GPT-4 Technical Report.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.501543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.501543Z digest=sha256:feddb4cd390ff05f0296738e9460e0b37e40f9a9d9bdeae8fa72b24f37c99519

Observation 881bbf77-f9ef-464f-9474-c95fe846bca5 · outbound

This paper cites Qwen Technical Report.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Qwen Technical Report

Reference 2

Resolution
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no resolver link, observed 2026-08-11T12:10:00.505826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.505826Z digest=sha256:c9c46ede0ba0171359b655f84473462daab79e0a930cc19b39d609c2c1e7d6ec

Observation 08a22e66-de8d-4347-b3e4-f5d6066919eb · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.175216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.509870Z digest=sha256:6e92f1c4f90b1ea069e7b8aebaf33d7a2e96ba29dcf3ea94196b0c99ef680c70

Observation e44f6928-3795-4c9a-8337-d13e6be4b2ef · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.163357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.513624Z digest=sha256:a109ca9b68751c8b8a2ad62be0d1919f20424610f7f249bff45ff92a2a8aef76

Observation 30856963-2c1b-438c-9069-e0bd452032a2 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.517709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.517709Z digest=sha256:ffc7660f02643799ef36ad0cc585a168ef4a0360b78b4467b5556262d4f4dab4

Observation db79a9ae-0197-4b23-a8f8-1a6de1fdf958 · outbound

This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.521548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.521548Z digest=sha256:d4ffcaa593f34765667c0d4e589adba35962d4cfd779f21c9ca8a63b8a6bc41d

Observation 0126da4b-2ab6-4f74-baef-9fc3418c4f2c · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.146650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.525909Z digest=sha256:2d1d15f7ef378680f3dfbf9f6619f8cde69adaffd3aee9d08d1621bd2558c159

Observation d49b9277-d844-4c83-96a4-12ccbc6afbbe · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.136498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.529249Z digest=sha256:eb923888f6b87f001cf280dce73e53f2125643a182babe0963867915b1aae225

Observation ca8e406f-4363-4693-b033-95887ab6a1b0 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.123698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.532815Z digest=sha256:dc86cdc85ecee1d172e005d63e46e3deb5b351a37d71e2012d22a4ddc52d0bf2

Observation 2aec71ab-ba7b-45a2-be9d-7d05fdf95faa · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 10

Resolution
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raw_fallback, observed 2026-08-11T12:10:01.113527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.536216Z digest=sha256:d55a3d1bd11adb44114495e4912769901249d1aac084062a7e6af068c06d2d0f

Observation 84ea523f-39d9-4cb0-beb5-2065b7564860 · outbound

This paper cites Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.539980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.539980Z digest=sha256:e6c52fe88117edd4f4149839ba2b9d3d9488739f97a1e4a2b6536bd8ab84de67

Observation b35aeeb3-ff46-435a-8d71-10af2dc4939d · outbound

This paper cites LawBench: Benchmarking Legal Knowledge of Large Language Models.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning LawBench: Benchmarking Legal Knowledge of Large Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.543684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.543684Z digest=sha256:335082ba322f1bde61e7c0ee90ad086769937b91e86537b9e54669e41e9b4bf9

Observation 6b227a5b-a389-4544-959a-0909ce3f4545 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.102350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.548409Z digest=sha256:526047f881b7a70414512d827f48a2b0956108ad6d76907f0ed2bf8b107867da

Observation d04fd003-5f2d-4a39-83fd-9ca44497ef7f · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.551715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.551715Z digest=sha256:1936081baa6e29f2fd585ecbeb1ce653d97684fff52456c02eb4404ed1e1e496

Observation 5314377d-acc3-4d07-adf1-2f87839905a4 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.091638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.555065Z digest=sha256:c8b857742bc95333b51773a8d5bade730c90595a0dac7b498bb9c4840bdbafb2

Observation d84d3132-7358-4fc7-ad10-3814ab717407 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.080594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.558502Z digest=sha256:5bc26a690b42917ae6185ab2e65a828bdcd965f2d541fa4eef79a4bff2dd392b

Observation ba062c99-985d-425f-a102-35a483b57b0f · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.561981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.561981Z digest=sha256:80f51209541432617e53c331506f44f4fc4ddf4efb0986c307f2727fa23f097e

Observation 98eac1c5-db10-4113-a5c9-174fb3226ecd · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Adam: A Method for Stochastic Optimization

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.565401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.565401Z digest=sha256:e9dd77d173db5b65db28c6ebb06f83053866c3292de2c6eee16f80a26337a830

Observation 1cc12cdc-9483-40a7-8b34-a766ae43c296 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.568940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.568940Z digest=sha256:8feff813442dcbd8022ae44ba4c89b3894575095c1f68b16d22a63ce7d7b219e

Observation ed42e49b-111f-4dcc-8f01-db6a4a70c217 · outbound

This paper cites On the (In)Effectiveness of Large Language Models for Chinese Text Correction.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.572195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.572195Z digest=sha256:551aee2d3e0f55d07bc3aecff06e2a4a0abae94ab9134dced5a18a1880abf42f

Observation ae24058e-d8c4-4df8-a169-4b67c63df633 · outbound

This paper cites Diver: Large Language Model Decoding with Span-Level Mutual Information Verification.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Diver: Large Language Model Decoding with Span-Level Mutual Information Verification

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:10:00.812900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.576793Z digest=sha256:5548ac1d2e096d3500aa57e4e55a8f2a219d4c23053041978586520bac3d526f

Observation d3e0d1c3-8af8-457f-b7a1-96b956776307 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.064221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.580243Z digest=sha256:f9ed36df429404370de96d1d26424171726a7b75e920684764584128ca50c828

Observation 61a678c9-c8b9-4d60-8eef-eddc727fab40 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 23

Resolution
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no resolver link, observed 2026-08-11T12:10:00.583650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.583650Z digest=sha256:e9840745b9ba8109d7a6b4b2e60692420acdf7e42466a852f08bd1f4887e7d66

Observation 6f4745d6-e3c7-4978-b6f1-3673cda5ba47 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.045406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.586756Z digest=sha256:d7ea6f82eb4b91218a2fa9bac460cd3c931ad2996688413ed9118c1812345bcc

Observation 8a2bc739-3f65-4af7-8b31-9d0ec85f1634 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 25

Resolution
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no resolver link, observed 2026-08-11T12:10:00.590091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.590091Z digest=sha256:d251f33225a785f1b5c0dd84e76949df33183ad7ca3b0e3a70df50eca8fa3aa8

Observation db0c1d9a-3a44-4de1-ba0b-ef94c32f4736 · outbound

This paper cites Instruction Tuning with GPT-4.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Instruction Tuning with GPT-4

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.593881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.593881Z digest=sha256:90c4b8858df5f2562cba6b3bdaf0970a55d80f8c293e6319b809a77a0e3fba99

Observation edb7beda-946b-4061-9e58-f990c5e7170a · outbound

This paper cites LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.597679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.597679Z digest=sha256:1b36b9b1d57b421624b60ac9fb0459cb03c7f011abac6070bb40f938da4ee28e

Observation ceab17bd-8265-4b8e-95d5-e3e3264a603d · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.601813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.601813Z digest=sha256:cae3194d5eb693be3e2c97c0860fbbaada71a34a7e9d9e1b0c053f51ad331b7c

Observation eb5dd9a5-d695-4306-a6b1-4cb8343e6077 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.605239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.605239Z digest=sha256:bebc34c4b01871262ad9ee069ab115e0d468e0ffe8978643e5393ff8b5cc5184

Observation 3907deaf-9372-4472-b9b1-363f81c77996 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.609806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.609806Z digest=sha256:93cd5c664810ee2bac97e7b62306cf955dbfbe7212e8b40d6a5360096f4bdcbd

Observation b385e8e9-ae8e-4387-9fc3-f1f325ff89f9 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.014104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.613193Z digest=sha256:a95f7d52eb924f2a766ee1066952887303a30834057c9991caf601980ead05d5

Observation 6be2d88e-3a2a-4ecc-8028-9c34c12e8aa2 · outbound

This paper cites LawLLM: Law Large Language Model for the US Legal System.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning LawLLM: Law Large Language Model for the US Legal System

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.616891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.616891Z digest=sha256:f392fa3d3f0b77de33afca4047bce0aa5867393b3beff9efbc05532a9adc444d

Observation 788ad216-ffae-44b9-b43c-4e786c73e853 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:01.003560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.620532Z digest=sha256:21f7c5b90b2fd11ff55f70ae37746037da1b7f3405c31c613254fb2d39d77167

Observation de78aaf3-3d76-4581-ad2b-3ade2d5bb867 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:00.993214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.623790Z digest=sha256:8e7adb0ece6224f0283a7a86ca809871a8c8cfb11b872a42b61669e2d2c56cf9

Observation 9edcf9a4-6548-4999-b2ed-03184f65fa8f · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:00.982636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.628317Z digest=sha256:1e8df22dc1c42d3274f9f913ec2d285e39b9c8fce33944c5429490410bf72198

Observation bd2a4bab-112f-48d4-a25f-088abdbae718 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-11T12:10:00.631611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.631611Z digest=sha256:63525c23872c0d6979d4381fb5e90fc00065ec1027dc056e161e72cfa2ac2835

Observation 2aef3f29-c1fa-4ed7-8819-f8c79b219bfd · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:00.967228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.634759Z digest=sha256:443c4bc7ea82ed28fdb1129bcb03acfa8e2c1f61c4fa3ac04b6dacdd6d6c7d7d

Observation 7c157a78-1993-4717-9ff9-f53508dcaaa9 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:00.957349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.638391Z digest=sha256:77a72bf16b7fd5917037ce76849f3e06ebc286510c6fbd11bd04970d3dc07d0c

Observation e6695b81-d5fc-4d5f-81dc-633b6990b07f · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.641673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.641673Z digest=sha256:c03fb8d026de338be5cf4eead39fd0aee56a0e19d4708bb9507f23abe2a12b39

Observation 217a3376-8ef8-4b1a-8d1a-d85afef0f5b3 · outbound

This paper cites CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.646104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.646104Z digest=sha256:886d786fb488f47c86c77c11eca0d2954b3f9a9b0557155fa5f60abce1640f1a

Observation 1cbe4ee5-c776-45ef-ae40-310c839f866a · outbound

This paper cites Baichuan 2: Open Large-scale Language Models.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Baichuan 2: Open Large-scale Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.650004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.650004Z digest=sha256:0bdff5e524318917dc7c9aee19f17be15fc587b9327d5246c5d6e70bb6ad88aa

Observation bf8a7398-bdb0-46c8-a0e5-7952d0344f46 · outbound

This paper cites Legal Prompting: Teaching a Language Model to Think Like a Lawyer.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Legal Prompting: Teaching a Language Model to Think Like a Lawyer

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.653626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.653626Z digest=sha256:05075536b15b520e91593c4ab3f0a10c6d474b3fdc372c1653909ee3c21e83ec

Observation b4969ffb-c61c-451b-82fb-7bfa5b74dabd · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:00.942008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.658530Z digest=sha256:37b49e7b072ac79d1316b172d44bf2e7b6d758708e4b79eacfe9765bb3ef95fb

Observation 930672f6-6cd4-44b2-a948-5ea9b58fd39d · outbound

This paper cites DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.661921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.661921Z digest=sha256:205eda02fd530f631667c641ee3fc48214b5af93ae169ef875091de733139c76

Observation 9809f7e1-4c95-42f9-bcb8-59ba5e8f4206 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:10:00.931271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.665544Z digest=sha256:62bf000c8756bd8554bd13dbcd81dc0105b5e2ad3cb238c93e85e47139b29939

Observation ce3feeb8-6990-41c7-9304-6eea6e498bbb · outbound

This paper cites Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:10:00.728152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T12:10:00.668695Z digest=sha256:5afc61d09d74256f9e028dc779d868bec836a7da33242fa54a0948d6176dc52e

Observation 46a14404-228d-43b7-a99e-e541aeb59673 · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.672324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.672324Z digest=sha256:97ee7b2e89774af285d7d0fd7eafa2467c032e18de0c79e355597cbb6db8704c

Observation 38e4ba94-724c-4dcf-bc17-6c82087bccee · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.676171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.676171Z digest=sha256:4c5f1c3dd2e72506f94d0f2a0e20462c206f17ee9d0f154fd0e51d3687a6cfcf

Observation b7fd2535-38b9-4e74-9375-a0576a3cd88d · outbound

This paper cites an unresolved cited work.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.683798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.683798Z digest=sha256:71b29677f0717cbd3adc57811560320f1cd9bf955830e8a07ddaefa582a3fc78

Observation ece07309-0632-4402-959a-da6ad61f07cb · outbound

This paper cites online" 'onlinestring :=.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning online" 'onlinestring :=

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.687129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.687129Z digest=sha256:180974f6326230bc9b19332dfd2cc42d523b2ffe35e975e5961ff1943ff36c8a

Observation 68b58efd-095d-44f2-9b60-e4b319deaa80 · outbound

This paper cites write newline.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning write newline

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.691404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.691404Z digest=sha256:33e75dda3bbdb77f7d0c5200bb7c02295eb4800978053d48ff21750b6078e5fe

Pith citing papers

Observation a02eb577-6017-4adf-8400-e7145aec56dc · inbound

WuYu-EnvLE-Bench: A Benchmark for Evaluating Large Language Models in Environmental Law Enforcement cites this paper.

WuYu-EnvLE-Bench: A Benchmark for Evaluating Large Language Models in Environmental Law Enforcement Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T17:08:04.643395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T17:08:04.643395Z digest=sha256:7c3386e115a87bbe50aa6c68c7f6d9eee7a8c9ef388e81df8ae25897b6e1fd17