Paper Citation Record · LEDGER

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2406.15708.

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

pith.paper-citation-record.v1
2406.15708 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:01:21.998399Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T18:48:53.259173Z

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 d3807932-4338-43f7-a734-d1abdf327ab2 · inbound

A Comparative Study of DSPy Teleprompter Algorithms for Aligning Large Language Models Evaluation Metrics to Human Evaluation cites this paper.

A Comparative Study of DSPy Teleprompter Algorithms for Aligning Large Language Models Evaluation Metrics to Human Evaluation Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T12:01:21.998399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 352d58f4-4954-4d01-9453-d9f5a2d16eba · inbound

Meta-Prompt Optimization for LLM-Based Sequential Decision Making cites this paper.

Meta-Prompt Optimization for LLM-Based Sequential Decision Making Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-09T18:00:22.199016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7123df1-6bf8-4e2b-bfe0-403f18075990 · inbound

Audit, Alignment, and Optimization of LM-Powered Subroutines with Application to Public Comment Processing cites this paper.

Audit, Alignment, and Optimization of LM-Powered Subroutines with Application to Public Comment Processing Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T18:33:05.836604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55544b3e-6047-4f8a-823e-e2745b3b2604 · inbound

Towards Compute-Optimal Many-Shot In-Context Learning cites this paper.

Towards Compute-Optimal Many-Shot In-Context Learning Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:20:38.723693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 532e50bc-d98b-44b1-a7f1-39e46bdc4ea9 · inbound

The PICCO Framework for Large Language Model Prompting: A Taxonomy and Reference Architecture for Prompt Structure cites this paper.

The PICCO Framework for Large Language Model Prompting: A Taxonomy and Reference Architecture for Prompt Structure Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:03:12.445930Z

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.

Observation 26b1ebc8-5450-42d0-b210-cd33d93f4a94 · inbound

FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast cites this paper.

FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:48:53.260750Z

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.