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Paper Citation Record · LEDGER

Introducing MAPO: Momentum-Aided Gradient Descent Prompt Optimization

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2410.19499.

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

pith.paper-citation-record.v1
2410.19499 v3

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 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:29:13.530220Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T17:50:12.244741Z

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 8f2703d9-ffa8-48fb-93c9-2d03980ae29d · inbound

Knowing How to Edit: Reliable Evaluation Signals for Diagnosing and Optimizing Prompts at Query Level cites this paper.

Knowing How to Edit: Reliable Evaluation Signals for Diagnosing and Optimizing Prompts at Query Level Introducing MAPO: Momentum-Aided Gradient Descent Prompt Optimization

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T20:29:13.530220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:29:13.530220Z digest=sha256:79b1d368613a0ec6df649716479e3b5308969951c2866571dc11913d4226acd6

Observation fa3c3ac3-2da2-49d6-a902-f3d09918edc6 · inbound

Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search cites this paper.

Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search Introducing MAPO: Momentum-Aided Gradient Descent Prompt Optimization

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-15T17:50:12.248468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-15T17:49:46.383559Z digest=sha256:ab4921cc8bfa5bb0b52e1658ee7bba65cd539d27c8d041696c25c6e1bbc3dfb9