Paper Citation Record · LEDGER

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models

As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2507.14241.

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

pith.paper-citation-record.v1
2507.14241 v3

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:30:59.080515Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T20:00:19.061076Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T20:03:12.469182Z

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 14d54644-90fb-4e9b-ac29-c9f7aebeff12 · outbound

This paper cites The Prompt Report: A Systematic Survey of Prompt Engineering Techniques.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:58.440902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cefbb99-5666-4ab3-bcfb-6a5d77076c2e · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:58.517318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849ddd32-fa9e-479d-9be5-a641bbab57a9 · outbound

This paper cites Unleashing the potential of prompt engineering for large language models.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unleashing the potential of prompt engineering for large language models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:58.612262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2bb8177-2d8b-4531-bcf0-8bb5936c0424 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.427860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36305d1d-a06a-4dd8-b9c2-cf6042645513 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:58.747221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f8ff540-6c1c-4bf5-b634-2b3ac347cbc4 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.418284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e371e910-c255-40c4-8c0f-8e0aef1e7cc1 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.409094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e59a805d-c492-41a3-ae63-88a733adada1 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.399659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f89959f3-b9c3-4f67-8250-10299876e800 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.390019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 70a78b09-a3cc-42bd-9243-ee41609407a0 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.375163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8dd59677-dffc-469d-bca1-e52f7e9bc136 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.359500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c04f82ef-4fe1-4b3b-8037-eec2c00e8635 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.349163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4216e2e9-9ebc-4b84-a254-84c8772fbb43 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.338905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f85708a7-2105-425a-9f07-6d9ccbd12373 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.328923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 404743f4-b1ef-4f24-b9de-2b6a5e81f524 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.318521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee021c6f-dcf0-4622-9296-3bc36cfafa96 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.307793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2578fa84-49f2-4a54-bfdb-ec70a1205613 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.297660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5bf68bfa-050b-43c6-a27a-89734de5c873 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.288471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3b86416-5951-4026-98f9-9940affb5aad · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.277758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33920803-9d52-4a68-ad69-9cbd2bdf237c · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.266365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 128cdb7f-2e94-4bcb-bada-8cec321dfb0f · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.255806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d25d603c-4eff-417f-843e-ae16f0a60d38 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.244727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 72985f5e-8df9-4c96-a288-17f0a6db9bab · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.233449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c5eb03a7-f34b-4d03-b72b-d955fd866e61 · outbound

This paper cites an unresolved cited work.

Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:30:59.221369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 38f390c1-2f95-4c74-b47b-a668517a73b3 · 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 Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:03:12.470472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.