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Paper Citation Record · LEDGER

Active Testing: Sample-Efficient Model Evaluation

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2103.05331.

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

pith.paper-citation-record.v1
2103.05331 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:34:02.981417Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

14
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 361a6aad-9c9c-49b2-8b32-825ee64c8413 · inbound

When to retrain a machine learning model cites this paper.

When to retrain a machine learning model Active Testing: Sample-Efficient Model Evaluation

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-07T15:34:02.981417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:34:02.981417Z digest=sha256:0c8f3086eb886602885d4f89438f79d27ae88c54cc3726f21da64b85842aa9f5

Observation eb3930bd-f113-46c2-b550-bd86cfbdeebd · inbound

LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank cites this paper.

LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank Active Testing: Sample-Efficient Model Evaluation

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-06-26T03:58:57.139288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-26T03:56:28.271760Z digest=sha256:8f6a4ea815f2760ef03d14dd578c5880442fec464d3258d234b56d6e53778880

Observation 65b2d051-bc44-45a6-bb58-83d139ee588d · inbound

Causal Connections: Leveraging Multilingual Fine-Tuning for Financial QA@FinCausal 2026 cites this paper.

Causal Connections: Leveraging Multilingual Fine-Tuning for Financial QA@FinCausal 2026 Active Testing: Sample-Efficient Model Evaluation

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-06-29T02:23:00.962416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-29T02:17:26.872854Z digest=sha256:d3a8535fdaa63960f1a31b262828d85cc434e9072a50df96c90496247599ff37