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Paper Citation Record · LEDGER

Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2310.11716.

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

pith.paper-citation-record.v1
2310.11716 v1

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

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:58:03.187930Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T04:03:53.840777Z

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 b5d25f44-d507-48f2-9778-77385e291335 · inbound

Whispers in the Machine: Confidentiality in Agentic Systems cites this paper.

Whispers in the Machine: Confidentiality in Agentic Systems Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-24T04:03:53.843766Z

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=2026-05-24T03:59:03.972043Z digest=sha256:c7e6c8ca854ee62f95c081cf41bfd89e4d166f307533b23303affabf3c78f80d

Observation aa7e2b39-0e95-425d-8487-4c9d22518a73 · inbound

Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning cites this paper.

Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T15:58:03.187930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:58:03.187930Z digest=sha256:b80113acddde455739bbcd054c6b3790ad0857ef72c727fdc58d60d72449cb3a