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Paper Citation Record · LEDGER

PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2308.12033.

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

pith.paper-citation-record.v1
2308.12033 v1

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 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:01:29.626588Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T04:03:01.323393Z

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 4926597a-79c2-44ee-8397-c16bce733412 · inbound

A Survey on Large Language Model based Autonomous Agents cites this paper.

A Survey on Large Language Model based Autonomous Agents PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine

Reference 93

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:03:01.326854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-15T04:03:00.340349Z digest=sha256:252ed48bae38b4c18f2db0396daf6005fe2b625e79719a56e7daaaa88a629b31

Observation bb2182e0-3179-4886-b8ba-ea89e03a94e8 · inbound

Prompt Smart, Pay Less: Cost-Aware APO for Real-World Applications cites this paper.

Prompt Smart, Pay Less: Cost-Aware APO for Real-World Applications PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T16:11:26.919602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:11:26.919602Z digest=sha256:da9bd983e22f2618bd2e96c3bd3ff5e69b26943d3fbe18dc4a5aae3dbd6687d5

Observation 21afcc6d-3ff9-4e5e-a30c-b57482d666d9 · inbound

Test-Time Augmentation for LLMs: When Input Diversity Beats Output Diversity at Matched Compute cites this paper.

Test-Time Augmentation for LLMs: When Input Diversity Beats Output Diversity at Matched Compute PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T19:01:29.626588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:01:29.626588Z digest=sha256:8045d1374e7bde94fdfb8ce0e9fd9c93f210721d0ad3a00e2ef57aa7b1051a6b