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Paper Citation Record · LEDGER

Nonparametric LLM Evaluation from Preference Data

As of 9 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2601.21816.

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

pith.paper-citation-record.v1
2601.21816 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:55:31.063862Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T12:52:44.038441Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T19:01:18.681347Z

Reference resolution

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18a35a7b-0af1-4dd4-8ac2-ba82c003cfd7 · outbound

This paper cites While the estimated average cost deviates fromβby more thanε out: (a) Setλ←(λ lo +λ hi)/2.

Nonparametric LLM Evaluation from Preference Data While the estimated average cost deviates fromβby more thanε out: (a) Setλ←(λ lo +λ hi)/2

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-03T06:55:31.054775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:55:31.054775Z digest=sha256:ee477b0d07b57ed65bd99473fc3c4d0d152b8589f4aa06b41057d6cdfb109853

Observation ce68e2d5-91ba-4c9d-ab6f-975e164aa307 · outbound

This paper cites : (a) ComputeΣ(π (t))(e.g., via the population formula if available, or via an empirical estimate using samples{x i}n i=1).

Nonparametric LLM Evaluation from Preference Data : (a) ComputeΣ(π (t))(e.g., via the population formula if available, or via an empirical estimate using samples{x i}n i=1)

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-03T06:55:31.063862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:55:31.063862Z digest=sha256:36a009bbf8edb950a47c65b70cc219db5f4bffe517ab72be5b7b79e443201106

Observation ae687070-cd71-45c0-a363-9cce3fbdbb95 · outbound

This paper cites an unresolved cited work.

Nonparametric LLM Evaluation from Preference Data Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T06:55:31.059427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:55:31.059427Z digest=sha256:5246345be015dbd1ffc3dd79a4a3e23535982341a0d1004668c20d7e3cd38a45

Observation 94623b0d-e1d2-4c2f-a239-9613c934811f · outbound

This paper cites Copilot Arena: A Platform for Code LLM Evaluation in the Wild.

Nonparametric LLM Evaluation from Preference Data Copilot Arena: A Platform for Code LLM Evaluation in the Wild

Reference 2007

Resolution
unresolved
no resolver link, observed 2026-08-03T06:55:31.047609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:55:31.047609Z digest=sha256:4a3b20a32a4f0feb20835a2098098228378bee7b7b7c06f7e6d9c6020e8ad758

Pith citing papers

Observation b0d56d8e-a2f3-4e4b-ba60-15545761d9fa · inbound

ORTHOBO: Orthogonal Bayesian Hyperparameter Optimization cites this paper.

ORTHOBO: Orthogonal Bayesian Hyperparameter Optimization Nonparametric LLM Evaluation from Preference Data

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-06-09T02:06:12.095775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T12:52:44.038441Z digest=sha256:84c1a67fd9641673e14464132f73a81b0b8f3cdd6b5967a3910abfdec9930deb