Paper Citation Record · LEDGER

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2606.05122.

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

pith.paper-citation-record.v1
2606.05122 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T06:30:43.889136Z

measured 26 of 26 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T05:47:14.970921Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact1
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a631d994-c432-46fc-919b-eb89760e6e9a · outbound

This paper cites and Zhang, Hao and Gonzalez, Joseph E.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data and Zhang, Hao and Gonzalez, Joseph E

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b47c1af-e4e4-41df-a162-b1c2db35cd91 · outbound

This paper cites an unresolved cited work.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c6f12db-2c19-46a0-9c07-9ced1698d743 · outbound

This paper cites 2022 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2022 , eprint=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 542fdfee-eb25-444e-a765-28998b540b9f · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , articleno =.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data Proceedings of the 41st International Conference on Machine Learning , articleno =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b0d3432-367e-4118-984f-78ca4c6d5233 · outbound

This paper cites Beyond Binary Rewards: Training.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data Beyond Binary Rewards: Training

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc28d5c4-e98a-48fb-a50f-73ae52e909f0 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data The Fourteenth International Conference on Learning Representations , year=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30345224-185b-421c-8052-47c202ecbb44 · outbound

This paper cites 2025 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2025 , eprint=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7baf63f-4770-4279-a6ee-b3dabfa0e3f0 · outbound

This paper cites 2025 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2025 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1b0ee24-56e1-4cc7-a45f-d69770cd3439 · outbound

This paper cites The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 484e5b9c-3792-4469-89ab-bea747603432 · outbound

This paper cites 2022 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2022 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d18235-a1b1-4771-afbc-dda567400bf3 · outbound

This paper cites 2023 , url=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2023 , url=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5721d91-0afe-4d0c-9956-791508b12067 · outbound

This paper cites S1: Simple test-time scaling.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data S1: Simple test-time scaling

Reference 12

Resolution: verified exact; doi, observed 2026-06-28T06:31:42.636437Z

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.

Observation 9c4014ca-7a79-4adb-8f02-f8b8ed85b534 · outbound

This paper cites 2025 , url=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2025 , url=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6df3854f-c1c5-454b-943f-3eabe58a0aa5 · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data Does Reinforcement Learning Really Incentivize Reasoning Capacity in

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc72e44-ecdb-484c-bcf4-ca64a8b4829c · outbound

This paper cites 2026 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2026 , eprint=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e1d91e0-1ddb-46d8-87a2-42129fd36dd5 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data The Fourteenth International Conference on Learning Representations , year=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2eca5ea-4372-4eed-9650-20737dab47a8 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data The Twelfth International Conference on Learning Representations , year=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45af100-4dad-4758-9c17-bb526795ca73 · outbound

This paper cites 2023 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2023 , eprint=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3506c85-cb4c-4812-9ddb-8d585bc91484 · outbound

This paper cites Transactions on Machine Learning Research , issn=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data Transactions on Machine Learning Research , issn=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed3cfe7e-875d-442b-b169-42a8610e1675 · outbound

This paper cites 2023 , url=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2023 , url=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f97445a0-2e75-46cb-9c95-23f773db77c3 · outbound

This paper cites 2022 , url=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2022 , url=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb97ecf5-cd3b-4e21-bb9a-8169ddc0a612 · outbound

This paper cites 2024 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2024 , eprint=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a9e9e3e-70b7-4a63-bada-849200616f16 · outbound

This paper cites 2025 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2025 , eprint=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43eb4650-4eff-4da6-904f-a6213e5b0b56 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data Forty-second International Conference on Machine Learning , year=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b6cdb14-0998-42f7-9cc5-8d37fb2336c9 · outbound

This paper cites 2024 , eprint=.

Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data 2024 , eprint=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T06:30:43.889136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ab02c2e2-20ec-402d-b72a-ee1617e4ec3a · inbound

Distill Where the Student Goes: Teacher-Regularized RL for English-Evidence Cross-Lingual RAG cites this paper.

Distill Where the Student Goes: Teacher-Regularized RL for English-Evidence Cross-Lingual RAG Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data

Reference 66

Resolution: unresolved; no resolver link, observed 2026-07-12T05:47:14.970921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.