Pith. sign in

Paper Citation Record · LEDGER

Are manual annotations necessary for statutory interpretations retrieval?

As of 20 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2506.13965.

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

pith.paper-citation-record.v1
2506.13965 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:30:13.583523Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

29 of 29 outbound references displayed

  • verified exact3
  • verified fuzzy19
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db0e943f-3e61-4b3c-aa3a-21019e932ff7 · outbound

This paper cites Frontiers in Artificial Intelligence and Applications 259 (01 2013), 29–38.

Are manual annotations necessary for statutory interpretations retrieval? Frontiers in Artificial Intelligence and Applications 259 (01 2013), 29–38

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:18.125591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.187307Z digest=sha256:3623ed4237b17f94a1c65a4ceb3c79b77808c1bb3fa8859323ee01127845b8ba

Observation fde69db2-53d2-4957-9bf1-7f33fb2918c1 · outbound

This paper cites Guiding llms the right way: Fast, non-invasive constrained generation, 2024.

Are manual annotations necessary for statutory interpretations retrieval? Guiding llms the right way: Fast, non-invasive constrained generation, 2024

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:18.009267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.249196Z digest=sha256:17e3f012cd1e671f07ad09c84bea9d45a5df16d6cf12afe127fc1b055c519f69

Observation 9443dc41-9678-4f50-b8ec-cc45c9f2aae8 · outbound

This paper cites J., and Katz, D.

Are manual annotations necessary for statutory interpretations retrieval? J., and Katz, D

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:17.865394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.325700Z digest=sha256:072ac933134df033f0256cff65fcde2c30422ac0b0f3a0961691ecd5c2f596b0

Observation b6f8a44d-a436-4d0b-9765-7a46b851311d · outbound

This paper cites LEGAL-BERT: The muppets straight out of law school.

Are manual annotations necessary for statutory interpretations retrieval? LEGAL-BERT: The muppets straight out of law school

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:17.691534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.385843Z digest=sha256:bf2353ff0b27823d50de48916f3f8431d04346a9474810eb3b74f782dc028b71

Observation 0027c68f-5863-4d2c-9f78-4ee03f2f068e · outbound

This paper cites Bge m3-embedding: Multi-lingual, multi-functionality, multi-granularity text embeddings through self-knowledge distillation, 2024.

Are manual annotations necessary for statutory interpretations retrieval? Bge m3-embedding: Multi-lingual, multi-functionality, multi-granularity text embeddings through self-knowledge distillation, 2024

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:17.568326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.432050Z digest=sha256:1c8dadbb91e69a90dded47bd307133811d87ae560e5cb2a77516d9e4989917cc

Observation 0de930f0-6812-4250-b492-183631c337b0 · outbound

This paper cites Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval.

Are manual annotations necessary for statutory interpretations retrieval? Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:11.514379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:11.514379Z digest=sha256:16a78f7a44277fa3953db7468cd61cf43f043a7985b390d3cfe6585172170d30

Observation 5d01a1fb-9b95-44de-9449-3cb57c7b7fcd · outbound

This paper cites Active Learning for BERT: An Empirical Study.

Are manual annotations necessary for statutory interpretations retrieval? Active Learning for BERT: An Empirical Study

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:17.404253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.573523Z digest=sha256:cec3006bf5c43d9d26b7a5650d1ccb0f1e1b17b1134ae6aac7e7564cd5734e14

Observation 3ee03915-d101-456b-9e79-893d0100cca2 · outbound

This paper cites Can gpt alleviate the burden of annotation? In Legal Knowledge and Information Systems.

Are manual annotations necessary for statutory interpretations retrieval? Can gpt alleviate the burden of annotation? In Legal Knowledge and Information Systems

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:17.240824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.624336Z digest=sha256:819c87fc0465f51b02ced3524eb63ab2a9d4b239f44573efeaadfffcf8a6b913

Observation 2ed84d14-8f49-4ab9-8e04-03d263f1c9d4 · outbound

This paper cites Debertav3: Improving deberta using electra-style pre-training with gradient-disentangled embedding sharing, 2021.

Are manual annotations necessary for statutory interpretations retrieval? Debertav3: Improving deberta using electra-style pre-training with gradient-disentangled embedding sharing, 2021

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:17.131392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.676252Z digest=sha256:a0faf7920a0c3193ad94cb04a5b71607ba1bb5a2281c207d25157432dad71002

Observation 3d03594a-f7dd-4891-af6c-1bbd95de353f · outbound

This paper cites Cumulated gain-based evaluation of ir tech- niques.

Are manual annotations necessary for statutory interpretations retrieval? Cumulated gain-based evaluation of ir tech- niques

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:16.909620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.757515Z digest=sha256:bc3ecb927f648a03c7d6a2eefb8933be92109670e58c4ee8f6bc7869936b944f

Observation d716cee7-8c50-4dc1-9413-716de4475658 · outbound

This paper cites Gpt-4 passes the bar exam.

Are manual annotations necessary for statutory interpretations retrieval? Gpt-4 passes the bar exam

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:16.753829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.808657Z digest=sha256:63b5c2f86f25b9ef1f711779f1e4767de3b1158f5c7fc7557694f48ebb1caf4c

Observation 2f5cc402-d64e-4ff8-8ef5-9166b2dfb426 · outbound

This paper cites T., Moazam, H., Miller, H., Zaharia, M., and Potts, C.

Are manual annotations necessary for statutory interpretations retrieval? T., Moazam, H., Miller, H., Zaharia, M., and Potts, C

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:16.582441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.861590Z digest=sha256:ee9e494e751ef54feadfd29b20ddb4a0da0ba5c4add24bd3b4c70733acdee2b3

Observation 43569a5d-0f07-4fe6-bbf6-4c90258a7fa9 · outbound

This paper cites H., Gonzalez, J.

Are manual annotations necessary for statutory interpretations retrieval? H., Gonzalez, J

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:16.419916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.929106Z digest=sha256:fd00c2ac7794d2dae723b29acb3bddd79fa2540fbea27105ae2bfcfc6e1b03e0

Observation dba90603-b16b-4bf4-9450-79c469123c22 · outbound

This paper cites Automating legal concept interpre- tation with llms: Retrieval, generation, and evaluation, 01 2025.

Are manual annotations necessary for statutory interpretations retrieval? Automating legal concept interpre- tation with llms: Retrieval, generation, and evaluation, 01 2025

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:16.263618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:11.980780Z digest=sha256:00590abd14dd73043e1f367c892a88629a85dba9f32af9cdddbfb30cb430dc92

Observation 2778c134-cce0-4b5e-b257-c268396b3b13 · outbound

This paper cites An Empirical Study on Cross-X Transfer for Legal Judgment Prediction.

Are manual annotations necessary for statutory interpretations retrieval? An Empirical Study on Cross-X Transfer for Legal Judgment Prediction

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:30:14.225788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:12.077307Z digest=sha256:220a3b956451a0ba17e81d2f735ca00defce3e7ef2d8c5228f9ba586008588f9

Observation 2ca21df2-3960-4dde-be93-b55c2e954ccb · outbound

This paper cites Efficiently scaling transformer inference, 2022.

Are manual annotations necessary for statutory interpretations retrieval? Efficiently scaling transformer inference, 2022

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:12.194958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:12.194958Z digest=sha256:0e800a8b63b202d3c7603671230ce939f5cf5df1d57dbb9790ec21c944d2184a

Observation 2b1e5fbc-eea5-4662-be98-ed0c7ccd5a55 · outbound

This paper cites Discovering sentences for argumentation about the meaning of statutory terms.

Are manual annotations necessary for statutory interpretations retrieval? Discovering sentences for argumentation about the meaning of statutory terms

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:16.142998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:12.370548Z digest=sha256:d8b440de5dde0ee20bfd67a358d2711641e53155086f4513390944501e5c0c9a

Observation 4c0f6371-816e-4291-b4e9-80d70a5d8482 · outbound

This paper cites an unresolved cited work.

Are manual annotations necessary for statutory interpretations retrieval? Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:15.959947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:12.484195Z digest=sha256:f456e03621251485bc6f2e0919fd3831ff8727b6a4a35ed5138f5833319b2704

Observation d799cf4c-e0d9-42e8-921b-61955e5a5d32 · outbound

This paper cites an unresolved cited work.

Are manual annotations necessary for statutory interpretations retrieval? Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:15.757938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:12.585910Z digest=sha256:7e5f786514b5734606a271d8ad4b18bb866b89d4f62b489653e794970f98dd41

Observation 20987054-84ca-4962-a9b4-a34139b6e5c9 · outbound

This paper cites an unresolved cited work.

Are manual annotations necessary for statutory interpretations retrieval? Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:15.540641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:12.667833Z digest=sha256:84f74e4e2f801b9fe64c34b53bf208bdac28e01a73744c646d403cceb8c98444

Observation 3a4e942c-3922-4aa3-a259-b0a8e9464bca · outbound

This paper cites Can GPT-4 Support Analysis of Textual Data in Tasks Requiring Highly Specialized Domain Expertise?.

Are manual annotations necessary for statutory interpretations retrieval? Can GPT-4 Support Analysis of Textual Data in Tasks Requiring Highly Specialized Domain Expertise?

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:30:14.016007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:12.751703Z digest=sha256:73d80b7ae35a1ffa52b9f19d94a90c66b53100cbe996fa0fbe82935fcf2e247f

Observation bbd5105c-c877-4ab2-bf4c-327f4598e36c · outbound

This paper cites Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data.

Are manual annotations necessary for statutory interpretations retrieval? Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:30:13.798825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:12.853670Z digest=sha256:60b0d510eeb4328bf9935f500c913271f99d4324766a266599ca063e163e8a01

Observation 9ad4805d-d7fa-466a-8e01-3a748f05b698 · outbound

This paper cites S., Grant, J.

Are manual annotations necessary for statutory interpretations retrieval? S., Grant, J

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:15.321834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:12.929718Z digest=sha256:f55e1f3d33efa7e20840cbd0411fc3ddc9b37b00b5ee54623a3ccae33b52c8a9

Observation 31ad600b-b08d-43dc-adee-40278847e2d6 · outbound

This paper cites Enhancing legal argument retrieval with optimized language model techniques.

Are manual annotations necessary for statutory interpretations retrieval? Enhancing legal argument retrieval with optimized language model techniques

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:15.212568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:13.043656Z digest=sha256:35bdd4d6c5543fb898a152ea156a23780f3e79d30000f33e42b7bf42308841a8

Observation 391549e9-cf71-4713-b960-48b010e877f9 · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

Are manual annotations necessary for statutory interpretations retrieval? Qwen2.5: A party of foundation models, September 2024

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:14.990804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:13.173273Z digest=sha256:01a8a79aba93a2eff390314efdd0dbbadb81b9e30eb44ae89a327b2fdc0641f8

Observation ab56f4e5-fea0-40af-b799-0ec917c388a1 · outbound

This paper cites Beyond borders: Investigating cross-jurisdiction transfer in legal case summarization.

Are manual annotations necessary for statutory interpretations retrieval? Beyond borders: Investigating cross-jurisdiction transfer in legal case summarization

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:14.805682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:13.281799Z digest=sha256:1f5544737e86710c5119bc7c8014cc536128a4c259dd73cbcaa8199ef8fde8c4

Observation 146c4da4-c71d-4897-ab0c-5b7b225d0344 · outbound

This paper cites Qwen2 Technical Report.

Are manual annotations necessary for statutory interpretations retrieval? Qwen2 Technical Report

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:13.426926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:13.426926Z digest=sha256:1aadca5dda749b5ba25f0743927a33830c325641112d3cfe9d4a7278e930cef4

Observation 4e61e7bc-dd46-4d7d-8f45-b7ecdc62a63d · outbound

This paper cites Chunkattention: Efficient self-attention with prefix-aware kv cache and two-phase partition, 2024.

Are manual annotations necessary for statutory interpretations retrieval? Chunkattention: Efficient self-attention with prefix-aware kv cache and two-phase partition, 2024

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:14.568367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:13.524877Z digest=sha256:d9949d3f141c8840dbc027e67cfbd8d3ce16f256482eae1c41abea901c043e69

Observation 802573e6-deb9-4213-b1fc-40e3fea3991b · outbound

This paper cites an unresolved cited work.

Are manual annotations necessary for statutory interpretations retrieval? Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:14.409941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:30:13.583523Z digest=sha256:9470c8dd3ce4a67732f1845313bfd8a260ddf4a72e66ea1cde478f25817c48e9

Pith citing papers

No inbound Pith citation observations are available.