Paper Citation Record · LEDGER

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries

As of 21 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2501.01711.

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

pith.paper-citation-record.v1
2501.01711 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:24:19.755833Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

14 of 14 outbound references displayed

verified exact1
verified fuzzy4
unresolved7
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b27a1663-b618-4551-a57a-5e71dc9d8d8e · outbound

This paper cites an unresolved cited work.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:24:20.195019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b43c67e-75b5-457a-830c-4086d875ec71 · outbound

This paper cites Deroy, K.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Deroy, K

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:24:20.182219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c9bd7225-50c9-4e47-884f-3c72e86041d0 · outbound

This paper cites Deroy, K.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Deroy, K

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T22:24:20.167785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4a42f355-b26f-4fa0-b706-1e0139c29c2a · outbound

This paper cites Ramprasad, K.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Ramprasad, K

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:24:20.153293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f28e07cb-c173-41e9-b170-97f58f78ba43 · outbound

This paper cites Westermann, J.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Westermann, J

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:24:20.140119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22e5d10d-2291-4fb8-892e-a8607edbea3e · outbound

This paper cites Westermann, S.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Westermann, S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:24:20.114284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b068e184-10f2-43aa-85cd-825dd2629a68 · outbound

This paper cites Intention and Context Elicitation with Large Language Models in the Legal Aid Intake Process.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Intention and Context Elicitation with Large Language Models in the Legal Aid Intake Process

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T22:24:19.735287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb99a6a-3d07-4054-a79e-9c6bbcff59fe · outbound

This paper cites Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:24:19.738931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6429d53-69e8-48e1-8839-0faa2ca20e4a · outbound

This paper cites Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:24:19.742657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a57ab5e7-ea1c-4341-97f8-83d835d8f17f · outbound

This paper cites Hagan, Towards Human-Centered Standards for Legal Help AI, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 382 (2024) 1–21.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Hagan, Towards Human-Centered Standards for Legal Help AI, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 382 (2024) 1–21

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-10T22:24:20.063832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 40739442-ab5f-4d05-b252-c70c4f44c06f · outbound

This paper cites Cheong, K.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Cheong, K

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:24:19.749498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e42f5327-6778-4bbf-a348-8107b76bccd7 · outbound

This paper cites Savelka, K.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Savelka, K

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-10T22:24:19.752536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4943b8d3-045d-4833-b448-f303f8cfbf5b · outbound

This paper cites an unresolved cited work.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:24:19.755833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9fa329-4909-4994-a3ea-d9c74708f26c · outbound

This paper cites an unresolved cited work.

LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:24:20.127129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.