Paper Citation Record · LEDGER

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval

As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.05582.

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

pith.paper-citation-record.v1
2607.05582 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T05:29:29.373386Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f545f59c-998e-48ee-85ff-91da6086d97b · outbound

This paper cites an unresolved cited work.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cd4ac71-48ca-42d4-ac9f-4ff9c15e9842 · outbound

This paper cites Endicott, Vagueness in Law, Oxford University Press, 2000.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Endicott, Vagueness in Law, Oxford University Press, 2000

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cbabbe1-d6ac-4d82-89df-9d16b58f53c0 · outbound

This paper cites Endicott, Law and Language the stanford encyclopedia of philosophy, http://plato.stanford.edu/,.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Endicott, Law and Language the stanford encyclopedia of philosophy, http://plato.stanford.edu/,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9134c5c8-274f-4360-8090-679823738e24 · outbound

This paper cites an unresolved cited work.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Unresolved cited work

Reference 4

Resolution: parse uncertain; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3498e69b-60e3-4e1b-9aad-155e87fa30a5 · outbound

This paper cites Daci, Legal principles, legal values and legal norms: are they the same or different?, Academicus International Scientific Journal 02 (2010) 109–115.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Daci, Legal principles, legal values and legal norms: are they the same or different?, Academicus International Scientific Journal 02 (2010) 109–115

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7d39e5-664b-4ad3-9b36-537c3265461a · outbound

This paper cites an unresolved cited work.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b921ff85-d32f-46f1-bf91-ae806b6eb9d0 · outbound

This paper cites Šavelka, K.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Šavelka, K

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 537e5661-6d29-4c98-97ac-2096550fa935 · outbound

This paper cites an unresolved cited work.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f9d052-804a-42ec-aae9-f095c826e272 · outbound

This paper cites Savelka, H.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Savelka, H

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1003dc9b-22a6-434e-b02f-2df6315cbbc3 · outbound

This paper cites Savelka, Discovering sentences for argumentation about the meaning of statutory terms, Ph.D.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Savelka, Discovering sentences for argumentation about the meaning of statutory terms, Ph.D

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24bf2e3a-e5ac-4c45-95f3-f879c61fe6e1 · outbound

This paper cites Šavelka, K.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Šavelka, K

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 649c61a2-4e8e-407a-9b46-8814da8cba49 · outbound

This paper cites Šavelka, K.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Šavelka, K

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 080cb56b-f594-44b3-9b39-5c2621ee2eb8 · outbound

This paper cites Savelka, K.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Savelka, K

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3418badc-ca84-4d7a-ae55-67b60514f40a · outbound

This paper cites Libal, A.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Libal, A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86e8a838-5495-4691-9f81-6e105d03dade · outbound

This paper cites Krippendorff, Computing krippendorff’s alpha-reliability, Computing 1 (2011) 25.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Krippendorff, Computing krippendorff’s alpha-reliability, Computing 1 (2011) 25

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 943bc544-2aff-4680-938b-6cab49196c74 · outbound

This paper cites Warner, A.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Warner, A

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48663a90-5b5f-41c8-bbac-1acb18cd4723 · outbound

This paper cites Devlin, M.-W.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Devlin, M.-W

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81f8122b-d331-4e76-aec2-13278d4c7847 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4e43e44-a8f3-4349-aefc-f15acca3b978 · outbound

This paper cites an unresolved cited work.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9150ff-68f1-4c06-8d63-949773583eb2 · outbound

This paper cites GPT-4o System Card.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval GPT-4o System Card

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feff0d70-332f-4673-8220-d872c899dcc2 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval gpt-oss-120b & gpt-oss-20b Model Card

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a60aa2b-0546-42b2-a8dd-1f32d9c4b02c · outbound

This paper cites Addendum to the GPT-5 System Card.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Addendum to the GPT-5 System Card

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c96ad49e-bddb-4fd4-aceb-845564fa8966 · outbound

This paper cites an unresolved cited work.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472817ed-14f5-4e09-b9de-18a86172a2dc · outbound

This paper cites The Llama 3 Herd of Models.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval The Llama 3 Herd of Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37147490-ed86-4b13-ae49-338c65a8f312 · outbound

This paper cites an unresolved cited work.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3380d72c-0455-4774-a621-f21293e93a72 · outbound

This paper cites Qwen3 Technical Report.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Qwen3 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f9a1819-821e-437c-96bf-bf93bd2678cd · outbound

This paper cites Decoupled Weight Decay Regularization.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Decoupled Weight Decay Regularization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d36d5856-75d4-449f-8f41-ce1abf444728 · outbound

This paper cites Pretrained Transformers for Text Ranking: BERT and Beyond.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Pretrained Transformers for Text Ranking: BERT and Beyond

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab59a470-eda9-415c-8679-4e36be35af3e · outbound

This paper cites an unresolved cited work.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8622b11a-8a03-4f40-a432-dc61814957ff · outbound

This paper cites Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking.

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-11T05:29:29.373386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.