Find Precedents

Multi-factor similarity search using provision overlap, semantic similarity, and outcome alignment.

Select Source Case
Source Case: Review of Other Engineer’s Work

Case Number: 22-3

Year: 2022

Found 10 Precedents

Ranked by weighted similarity score
Matching Methods:
Cosine Semantic embedding similarity Jaccard Set intersection / union Categorical Exact match scoring
Similarity Components
Facts Similarity Cosine
60%
Discussion Similarity Cosine
53%
Provision Overlap Jaccard
12%
Outcome Match Categorical
100%
Subject Tags Jaccard
22%
Principle Tensions Jaccard
0%
What They Share

Provisions: III.7

Topics: Public Statements and Criticism Unethical Practice by Others

Outcome: Both Unethical

Pattern: Both Stalemate

Similarity Components
Facts Similarity Cosine
48%
Discussion Similarity Cosine
60%
Provision Overlap Jaccard
11%
Outcome Match Categorical
100%
Subject Tags Jaccard
25%
Principle Tensions Jaccard
0%
What They Share

Provisions: III.7

Topics: Public Statements and Criticism Unethical Practice by Others

Outcome: Both Unethical

Pattern: Stalemate vs Transfer

Similarity Components
Facts Similarity Cosine
58%
Discussion Similarity Cosine
59%
Provision Overlap Jaccard
0%
Outcome Match Categorical
100%
Subject Tags Jaccard
0%
Principle Tensions Jaccard
0%
What They Share

Outcome: Both Unethical

Pattern: Both Stalemate

Similarity Components
Facts Similarity Cosine
52%
Discussion Similarity Cosine
60%
Provision Overlap Jaccard
0%
Outcome Match Categorical
100%
Subject Tags Jaccard
0%
Principle Tensions Jaccard
0%
What They Share

Outcome: Both Unethical

Pattern: Both Stalemate

Similarity Components
Facts Similarity Cosine
50%
Discussion Similarity Cosine
59%
Provision Overlap Jaccard
0%
Outcome Match Categorical
100%
Subject Tags Jaccard
0%
Principle Tensions Jaccard
0%
What They Share

Topics: Public Statements and Criticism Unethical Practice by Others

Outcome: Both Unethical

Pattern: Both Stalemate

Similarity Components
Facts Similarity Cosine
35%
Discussion Similarity Cosine
57%
Provision Overlap Jaccard
0%
Outcome Match Categorical
100%
Subject Tags Jaccard
11%
Principle Tensions Jaccard
0%
What They Share

Topics: Public Statements and Criticism

Outcome: Both Unethical

Pattern: Both Stalemate

Similarity Components
Facts Similarity Cosine
47%
Discussion Similarity Cosine
45%
Provision Overlap Jaccard
0%
Outcome Match Categorical
100%
Subject Tags Jaccard
0%
Principle Tensions Jaccard
0%
What They Share

Outcome: Both Unethical

Pattern: Stalemate vs Transfer

Similarity Components
Facts Similarity Cosine
61%
Discussion Similarity Cosine
59%
Provision Overlap Jaccard
0%
Outcome Match Categorical
50%
Subject Tags Jaccard
14%
Principle Tensions Jaccard
0%
What They Share

Topics: Public Statements and Criticism

Outcome: None vs Mixed

Pattern: Both Stalemate

Similarity Components
Facts Similarity Cosine
37%
Discussion Similarity Cosine
45%
Provision Overlap Jaccard
0%
Outcome Match Categorical
100%
Subject Tags Jaccard
0%
Principle Tensions Jaccard
0%
What They Share

Outcome: Both Unethical

Pattern: Both Stalemate

Similarity Components
Facts Similarity Cosine
28%
Discussion Similarity Cosine
56%
Provision Overlap Jaccard
10%
Outcome Match Categorical
50%
Subject Tags Jaccard
20%
Principle Tensions Jaccard
0%
What They Share

Provisions: III.7

Topics: Public Statements and Criticism Unethical Practice by Others

Outcome: None vs Mixed

Pattern: Stalemate vs Transfer

References View all

Richter, M.M. & Weber, R.O. (2013). Case-Based Reasoning: A Textbook. Springer. ISBN: 978-3-642-40166-4.

Reimers, N. & Gurevych, I. (2019). Sentence-BERT: Sentence embeddings using Siamese BERT-Networks. Proceedings of EMNLP-IJCNLP 2019, pp. 3982-3992. DOI: 10.18653/v1/D19-1410

Sun, Z., Zhang, K., Yu, W., Wang, H. & Xu, J. (2024). Logic rules as explanations for legal case retrieval. Proceedings of LREC-COLING 2024, pp. 10747-10759. ACL Anthology

Wiratunga, N., et al. (2024). CBR-RAG: Case-based reasoning for retrieval augmented generation in LLMs for legal question answering. arXiv preprint arXiv:2404.04302. arXiv