Paper Citation Record · LEDGER

All for law and law for all: Adaptive RAG Pipeline for Legal Research

As of 23 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 5 inbound Pith citation observations for arXiv:2508.13107.

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

pith.paper-citation-record.v1
2508.13107 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:21:00.842348Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T14:41:30.981798Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

12 of 12 outbound references displayed

verified exact1
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 5b66500c-235d-4843-b787-648b8660c433 · outbound

This paper cites Chalkidis, M.

All for law and law for all: Adaptive RAG Pipeline for Legal Research Chalkidis, M

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.795051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c1e2d0-1a7c-4c7b-aa81-e563c4f820a2 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

All for law and law for all: Adaptive RAG Pipeline for Legal Research Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.799824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ced5b51c-18ad-43f0-99e7-2ca36e1be0cb · outbound

This paper cites an unresolved cited work.

All for law and law for all: Adaptive RAG Pipeline for Legal Research Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:21:00.990890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8eb618d8-e412-41c4-9431-2ba7c5d36302 · outbound

This paper cites LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models.

All for law and law for all: Adaptive RAG Pipeline for Legal Research LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.808328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f2acd01-8bbe-43c4-bf08-bfc078c4c05d · outbound

This paper cites The Use of Readability Metrics in Legal Text: A Systematic Literature Review.

All for law and law for all: Adaptive RAG Pipeline for Legal Research The Use of Readability Metrics in Legal Text: A Systematic Literature Review

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.813015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06135886-2cc0-4d13-97ac-18b2ba0ef16c · outbound

This paper cites Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity.

All for law and law for all: Adaptive RAG Pipeline for Legal Research Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.817353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948fa22d-4946-4b85-b474-d2059ae553bf · outbound

This paper cites HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications.

All for law and law for all: Adaptive RAG Pipeline for Legal Research HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.821676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfd9d672-01eb-42a4-81e8-10e9fb559835 · outbound

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

All for law and law for all: Adaptive RAG Pipeline for Legal Research LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.825571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f5e3773-5925-4c64-836a-ef2823e8e1e0 · outbound

This paper cites BERGEN: A Benchmarking Library for Retrieval-Augmented Generation.

All for law and law for all: Adaptive RAG Pipeline for Legal Research BERGEN: A Benchmarking Library for Retrieval-Augmented Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.829653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9e3375-1a78-48aa-875d-2fd4d4fdb60e · outbound

This paper cites Zheng and H.

All for law and law for all: Adaptive RAG Pipeline for Legal Research Zheng and H

Reference 10

Resolution: verified exact; doi, observed 2026-08-15T17:21:00.874635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 168428a7-c47d-4f85-b998-3270fda63e64 · outbound

This paper cites online" 'onlinestring :=.

All for law and law for all: Adaptive RAG Pipeline for Legal Research online" 'onlinestring :=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.838153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e73bad1-7ac7-4556-a953-2a51c499aa4b · outbound

This paper cites write newline.

All for law and law for all: Adaptive RAG Pipeline for Legal Research write newline

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T17:21:00.842348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation de0f0ecb-719b-4ce8-b473-283be04d08d1 · inbound

Fine-grained Claim-level RAG Benchmark for Law cites this paper.

Fine-grained Claim-level RAG Benchmark for Law All for law and law for all: Adaptive RAG Pipeline for Legal Research

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:13:58.075682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fa47ea0d-36dd-4689-bc3b-264fd7c0e5f3 · inbound

Fine-grained Claim-level RAG Benchmark for Law cites this paper.

Fine-grained Claim-level RAG Benchmark for Law All for law and law for all: Adaptive RAG Pipeline for Legal Research

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:44:45.806799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 47ee38fb-53b0-485a-96e8-179d07e819ed · inbound

Fine-grained Claim-level RAG Benchmark for Law cites this paper.

Fine-grained Claim-level RAG Benchmark for Law All for law and law for all: Adaptive RAG Pipeline for Legal Research

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:55:22.908610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ad9ff334-91d6-46ea-a603-4985a6cf3a5b · inbound

Maat: The Agentic Legal Research Assistant for Competition Protection cites this paper.

Maat: The Agentic Legal Research Assistant for Competition Protection All for law and law for all: Adaptive RAG Pipeline for Legal Research

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:13:45.073446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cfc15d1d-bb07-45cf-8ee7-2768265cb269 · inbound

Evaluating RAG for French immigration law: a benchmark and baseline study cites this paper.

Evaluating RAG for French immigration law: a benchmark and baseline study All for law and law for all: Adaptive RAG Pipeline for Legal Research

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T14:41:30.981798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.