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Paper Citation Record · LEDGER

Active Testing: Sample-Efficient Model Evaluation

As of 14 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 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 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-13T06:30:06.624239+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T02:17:26.872854Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

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 2026-07-13T06:30:06.624239+00:00.

source=arxiv_source observed=2026-06-26T03:56:28.271760Z digest=sha256:4b6dc1c9eb7e2774ef36c4bcaaadca9ec170f6fd8c0b2fc598b9450a0918bc18

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 2026-07-13T06:30:06.624239+00:00.

source=arxiv_source observed=2026-06-29T02:17:26.872854Z digest=sha256:45b2e55e3981bb6bc62b2b672edaa1d3d5f9c05882ad93155bb38bc406beea36