Paper Citation Record · LEDGER

Selective Shot Learning for Code Explanation

As of 20 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2412.12852.

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

pith.paper-citation-record.v1
2412.12852 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:42:48.566102Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

33 of 33 outbound references displayed

verified exact1
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2ec7438-388b-428d-afc0-562499141e0e · outbound

This paper cites URL: " 'urlintro :=.

Selective Shot Learning for Code Explanation URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.443947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39c2f8f-47f0-4853-89cd-4e68eb10c68b · outbound

This paper cites write newline.

Selective Shot Learning for Code Explanation write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.448521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd954cf4-5431-4cb3-9131-597c2ea65f64 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.983788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 798e758f-357d-4d39-ab05-7e34577bd2ae · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.972991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3b56d549-8a90-4ca5-8d78-a987e231228f · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.961745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0a4af6ff-23a6-4501-b90d-8380ececfdfc · outbound

This paper cites Exploring Large Language Models for Code Explanation.

Selective Shot Learning for Code Explanation Exploring Large Language Models for Code Explanation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.464517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 537c0e38-0f4e-49c7-8f6c-8aabafa0c376 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.950898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a72ef79-7daa-4522-a639-9d4d35e6ea77 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.940160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 713d03c3-0589-4204-ac74-0e589f0106b1 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.476681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9116fcac-02b6-4bf8-b3bd-1518f3b677d6 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.929011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0fee3ce9-eab2-4759-93aa-8f3eab0cd37e · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.918188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4baa9fd-66f4-4c9d-a585-4d224742ea1b · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.907594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5ef50101-dbee-442d-b0ea-8503d6f9b82c · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.896048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 48171f0c-27ec-4e06-a199-4783c0aaa18a · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.885324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bffdc07b-9082-4fb4-a03f-1ed6a9cf96c9 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.498416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 046c8f24-1918-4fc2-8043-7bdcc7c29e63 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.868008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 026e8b72-7dfb-453a-a61a-ee1b7e689ec3 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.856950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3990f768-16ac-42f9-ad3a-200b25593b10 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.846116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ae72300d-67da-44e3-82b0-abc6795310bb · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.834313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 203bd0cd-232f-4976-9c7f-81e866e6d8cf · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-11T13:42:48.600436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29f87a22-5664-4d00-ab1f-6f78d824038a · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.823160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 261e8b56-9778-4278-8fbb-50174f465089 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.811987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62b5d8c7-71e8-43eb-b1fa-487aff3c4415 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.801671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e037207a-4d38-488c-98e6-40b36bc12485 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.789852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4552552c-90a2-4610-9394-d6a4bc325761 · outbound

This paper cites An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation.

Selective Shot Learning for Code Explanation An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.535459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dbe61c7-6fe7-4aa6-9959-bc0c58c57669 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.778024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4a17d0b7-9cf6-4095-b921-2ac7d35f30d8 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.543114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c4f6ea-927f-4bb6-9181-5e3366c6c82e · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Selective Shot Learning for Code Explanation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.546766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63735695-4d7e-421b-a737-886878911384 · outbound

This paper cites Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond.

Selective Shot Learning for Code Explanation Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.551161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fffb3f80-c0e0-4302-90f0-43e2876ede12 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.760278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1d21ab6b-bac3-44a8-8802-1e5d95339e28 · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.748942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cd38b30c-a86c-4825-a791-88d9b527c6be · outbound

This paper cites an unresolved cited work.

Selective Shot Learning for Code Explanation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:42:48.737530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 02d035e6-5c8f-4246-9da9-16c947c45a86 · outbound

This paper cites UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition.

Selective Shot Learning for Code Explanation UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:48.566102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.