Paper Citation Record · LEDGER

Structural Code Search using Natural Language Queries

As of 9 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2507.02107.

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

pith.paper-citation-record.v1
2507.02107 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:42:35.451014Z

measured 26 of 26 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 2026-05-12T05:02:19.519786Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T05:41:26.706405Z

Reference resolution

25 of 25 outbound references displayed

verified exact4
verified fuzzy1
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d29a595-b46d-4aa9-ae2d-d51b48013356 · outbound

This paper cites Amazon Web Services.

Structural Code Search using Natural Language Queries Amazon Web Services

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:38.569037Z

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 4b348082-b005-411c-a9ac-42073852ae17 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-08-06T20:42:35.973207Z

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 ae81aee6-20c6-42c3-93ee-16155567b819 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:33.625250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa319a1d-b318-4b79-a783-df7e2354f09c · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:38.428306Z

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 eee89f09-1e07-4f31-8fa4-eb41477f056e · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:38.255794Z

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 cfaac69b-d176-409b-9639-e6da8e31a254 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:33.870382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7630bc33-6e06-461c-9eea-b5719b6710c3 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:38.125817Z

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 92f9a355-9a65-45ab-bd1f-6ba20b9a579b · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:38.000951Z

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 ef3d8242-3353-44f5-84f6-ecb54d547386 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Structural Code Search using Natural Language Queries CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:34.184568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d220d675-03d0-4c24-b001-9b4735e052a5 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:37.904445Z

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 1dac79dc-2fc8-4ecb-aff4-37ed29cf6975 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:37.722043Z

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 7b93f5eb-48a4-4f9d-be8a-26685acd158e · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-06T20:42:35.778340Z

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 049d46e7-df7f-46f2-8b10-4a940f74d74d · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:37.584755Z

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 cabae25c-ea7f-4b2f-8abc-804effeda4e2 · outbound

This paper cites Neural Code Search Evaluation Dataset.

Structural Code Search using Natural Language Queries Neural Code Search Evaluation Dataset

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:42:36.404527Z

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 4d866500-4f19-43da-8573-c3f29c54a389 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:37.447838Z

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 a48d8c91-ad95-49ff-ad59-13d1d5b13baa · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:37.261841Z

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 05baeaa1-b25e-4b73-99b9-de3ea2fc2968 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-06T20:42:35.606417Z

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 3e15d5d4-62d1-4e4d-80c0-54128700d534 · outbound

This paper cites Stolee, and Sebastian Elbaum.

Structural Code Search using Natural Language Queries Stolee, and Sebastian Elbaum

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:35.007076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 840c4a7e-5f4c-422f-bd1f-565beecedb94 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:37.096345Z

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 46a8bfc1-62a7-4c79-9b83-2d6c649d4d4f · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:42:36.162855Z

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 3bcb6a9f-62bb-486a-b021-c127e9718f62 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:36.952291Z

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 a2c6e5a5-c082-4fc0-a332-79795da24432 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:35.251840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf83c5d-6348-4db2-b64c-0034fc5241f6 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:36.741857Z

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 5841d62f-b2a7-4b87-a470-359ae73f4fd8 · outbound

This paper cites an unresolved cited work.

Structural Code Search using Natural Language Queries Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:36.609790Z

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 4b0f78c3-74f7-4497-8b06-fc28426d1de9 · outbound

This paper cites RepoQA: Evaluating Long Context Code Understanding.

Structural Code Search using Natural Language Queries RepoQA: Evaluating Long Context Code Understanding

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:34.765942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2e210f8b-d05d-426e-839d-064f3a1307ec · inbound

Generating Complex Code Analyzers from Natural Language Questions cites this paper.

Generating Complex Code Analyzers from Natural Language Questions Structural Code Search using Natural Language Queries

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:41:26.708907Z

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.