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Paper Citation Record · LEDGER

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications

As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2506.20815.

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

pith.paper-citation-record.v1
2506.20815 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:44:52.245879Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved16
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed168e67-5f9a-4583-b2c5-ea31adb72745 · outbound

This paper cites an unresolved cited work.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:44:53.506579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:44:50.870106Z digest=sha256:0aa7f41ed45cc8131a319cac2149b078bf7a8772309518da3449f86ddce57e0f

Observation c592ab51-d4ed-4eed-af14-9248d2dcb518 · outbound

This paper cites an unresolved cited work.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:50.957250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:50.957250Z digest=sha256:091c590745c4d77bf77193b9d0fb6854cb1f585c51a7d5e7fb63f290ba5495bc

Observation 4d1b3a60-056d-4d26-8b36-63dcf65d19f6 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.044103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.044103Z digest=sha256:ee71b9c1879bf76a34167faaf518a3a633806f63a335caa431c0847a0ad4281c

Observation f59b3f89-3539-4a1c-8906-5272244dce97 · outbound

This paper cites an unresolved cited work.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.118425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.118425Z digest=sha256:0cfb4ccdf792a469c080cfd7dd0d7625c20d610b8187896af9369e24146cd8c2

Observation cc6604ed-e73c-44c9-ae48-b1377cef50a5 · outbound

This paper cites an unresolved cited work.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:44:53.358609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:44:51.165483Z digest=sha256:ea99b3d06864850b12921a750311eb9afc3e68419e9ad72bd0bf313eaddef0db

Observation 16d14567-c3de-4eb6-b9eb-9a04a49e8ba1 · outbound

This paper cites Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.262063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.262063Z digest=sha256:9e2cb954b96e4e8ab0ff267f05af15a7d919cbc88e5f765b6da7575f8f5cdf5a

Observation 18504753-49b4-46c9-9e3e-78b053b3d17d · outbound

This paper cites an unresolved cited work.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-06T22:44:52.412720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:44:51.368680Z digest=sha256:9b6d3752ff9390589e2b2272495f1bf7c360ae27469c7fea43d3d513df1a9921

Observation 13e85583-6902-44a5-bbe3-cb17b59b4c39 · outbound

This paper cites an unresolved cited work.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:44:53.255576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:44:51.457908Z digest=sha256:0ed8e71836d36a90928f12d7ec0d635a53d40f6d8193d7d257ff5a33ad771dda

Observation eb3686a7-1066-4eae-98ff-cd9785f510f0 · outbound

This paper cites Reinforced Prompt Personalization for Recommendation with Large Language Models.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Reinforced Prompt Personalization for Recommendation with Large Language Models

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:44:52.874481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:44:51.537330Z digest=sha256:c5d32403534ce3f9adfea635eb6491f4b57de55ec2c78e6eca88e3aeec0ab67e

Observation e5abc609-c26e-49b3-9db6-eaa6a462ea01 · outbound

This paper cites an unresolved cited work.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.597617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.597617Z digest=sha256:bbbb775300f99a110ce3884fc119e8996fef53643e440e09d2fc1d888afc8014

Observation f970ba10-fdba-4c8b-998a-c5bc95fe4aea · outbound

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

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.674934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.674934Z digest=sha256:55298e40bcf1da2e851326e91686e95bf5984ebb69c47bd83fd5a7f1caa0fc77

Observation d14e558d-3736-4fc2-955d-f834fdcecece · outbound

This paper cites Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.730013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.730013Z digest=sha256:e40405b0de7995f0668e4e58756969e57515f6cab7c4110a0586c27de461f06f

Observation d9e26e59-d4c2-4556-93b9-fcc776ce303a · outbound

This paper cites Logan IV, Eric Wallace, and Sameer Singh.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Logan IV, Eric Wallace, and Sameer Singh

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.784620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.784620Z digest=sha256:6a6e7944fbe11857adac8e6af0920da17656035d8ae240ac0c948eba36c33110

Observation bd0efc41-190f-41b6-aa46-6580916a092d · outbound

This paper cites NL2KQL: From Natural Language to Kusto Query.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications NL2KQL: From Natural Language to Kusto Query

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.873571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.873571Z digest=sha256:7d99c29cc2d5e46f8f3683977b9f2b7eb8d65e152c95954627c47ee4d8edab06

Observation 2e248998-0971-401b-bbf6-ec5ea10e693b · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:51.919858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:51.919858Z digest=sha256:0cae1a7537fd8c450ee1765f91866f5647e69152727c8d82e8500a435939e6fd

Observation 937d47b5-fec7-4691-afc6-6e75bac2273e · outbound

This paper cites an unresolved cited work.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Unresolved cited work

Reference 16

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T22:44:53.105100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:44:51.989526Z digest=sha256:28c396b8f3cbfbd859b88da67b6e1ef41e6769bfd988c86f119d7f8d202bf7af

Observation e42a58bb-8921-4f5d-bbaa-c2ff5cf1fc67 · outbound

This paper cites Bruce Croft.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Bruce Croft

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:52.091943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:52.091943Z digest=sha256:bdcdd3cc6b97e21db1cac005d2cc00356283eda173725e343d16bb1bafbf6b12

Observation 2f006f19-1cd3-4b3f-a637-6a3f3cc29bec · outbound

This paper cites Calibrate Before Use: Improving Few-Shot Performance of Language Models.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Calibrate Before Use: Improving Few-Shot Performance of Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:52.166529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:52.166529Z digest=sha256:b6a4714421fe7c9d96f8036609e8cc32f0d7cffb1bfeecff5262eedd62f6572e

Observation ee3dc50d-ee9a-495b-b346-3fff87007e04 · outbound

This paper cites Efficient Prompting via Dynamic In-Context Learning.

Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Efficient Prompting via Dynamic In-Context Learning

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T22:44:52.245879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:52.245879Z digest=sha256:39b61000cd1b37db1333f6d12500065cf6378e05f4bf43bc7782cae8ab282eea

Pith citing papers

No inbound Pith citation observations are available.