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Paper Citation Record · LEDGER

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching

As of 10 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2502.03719.

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

pith.paper-citation-record.v1
2502.03719 v2

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T01:03:53.757485Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

67 of 67 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved54
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97b92c22-65bf-41fb-8bfb-f74ee5fd5258 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.507925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.507925Z digest=sha256:ce0dc5b920c22cfe3df0695fe28d0342cd19bd0105340c201d4f55131787cfd3

Observation a8e08ffd-863e-4e7a-9174-d9b7089abdc9 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.880216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.515925Z digest=sha256:9100a350f20b4a66c2e0e63cb4abf0f36c4675879e7d65691424d44c822a2675

Observation 4beb990d-a252-4f7b-8f62-c8560a8686d7 · outbound

This paper cites Grounded Copilot: How Programmers Interact with Code-Generating Models.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Grounded Copilot: How Programmers Interact with Code-Generating Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.520530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.520530Z digest=sha256:8cac3f30bf641f59b8f8915106bc9f01217f3d5d5ebe6ba4b63080c8533accd6

Observation 999da429-a242-49e2-9d40-9da00bbea9db · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.524659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.524659Z digest=sha256:65c8f06dcec88916333f4572668408ca93705dcd27bb6303263f91552b0f41bd

Observation 0d16103d-2140-4da3-9e6c-03b9c763fa68 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.528925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.528925Z digest=sha256:1edd6d4289b3afe6b3fa64164fdf9ce5832978cb7c58d6c84faa6bdd926d08ab

Observation e1c9cb05-9e07-458d-8229-3d1d95940115 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.869502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.532688Z digest=sha256:4bf213f2a99a271a85aae5984799077290c08a101f2b855036670417d7db895f

Observation b742d8d5-6d35-49e6-87e7-95082c304cd2 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 9

Resolution
metadata mismatch
raw_fallback, observed 2026-08-09T01:03:55.537385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.536534Z digest=sha256:d6c119d3bac98822bb2fcef7c84cb3fde2cb3d96193d7c7036a25aedf2922446

Observation db25eb96-d20c-4a1c-b1bf-4634e04bc365 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.540143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.540143Z digest=sha256:567d8302f1cf3cdf05da30fe92173b5b3c422bacfe629ba9320280d8f9611195

Observation 49a1d9bf-b3ed-4f38-8173-7919f0fc4157 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.859075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.544007Z digest=sha256:5820751c495dc742816229e1eb2ce179feadb2c390d90a2c17342dee583682c1

Observation 0f31e7f7-23fa-4a23-9d44-d1235ec7e019 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.849028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.548003Z digest=sha256:9a0db282456be256785bea946e8cfea2cfa59bf30e21187efb21de23266d0858

Observation f24e0e71-517c-457c-9fad-3bca0d18efe7 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 13

Resolution
verified exact
raw_fallback, observed 2026-08-09T01:03:55.388991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.551462Z digest=sha256:7ad6598f0901ed34fbc5e7270ad7344d7bca0e7f6efbdcbce49c6c58fcc8f4f5

Observation 51b02caf-0bb7-4a1a-aa9d-6766c4f8c3f8 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.837753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.555307Z digest=sha256:c805dbe974b9810c2b8bfc0bc9db35edfc26957bcc636e295569eb3193307411

Observation 829040e2-95d9-4862-aa88-309c2e4cff4b · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.825107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.558669Z digest=sha256:35ca186134eb0710830fef42bf8da27c6eef1fd823cfd5da5515815a548fb728

Observation 3db8f4a0-a022-4c36-a125-d2e132e9a054 · outbound

This paper cites Gross and Ellen Yi-Luen Do.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Gross and Ellen Yi-Luen Do

Reference 16

Resolution
metadata mismatch
raw_fallback, observed 2026-08-09T01:03:55.311473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.562357Z digest=sha256:bc0a9716070021d796a28abacebd3802b3dfa7e6df464bc9a72fe7d88bbb7b10

Observation c3bb6253-d747-4d7a-85f7-98cf7115e1a0 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 17

Resolution
metadata mismatch
raw_fallback, observed 2026-08-09T01:03:55.872486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.566694Z digest=sha256:5346cc1008ab0ed343459566b4ae42bdb1afbd2d84478fe64d2cc130d1664be0

Observation 33dd8922-ea70-414e-85e2-42dd654c85d6 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.813767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.570531Z digest=sha256:8b55619776adceeec6b5cc7bd46cdf195a269b0bf21f5abb4ac3bc996b9d5df3

Observation 3f5f8202-dd19-4677-951e-9b6577877ca6 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.802979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.574975Z digest=sha256:f276736a36e2508b45fa02c78040a38b66526e24ddc0e1a435f631771a0af160

Observation 870544f0-5098-4f93-91c3-06a7d37d64e3 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.578770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.578770Z digest=sha256:61339f3b14aa97bb0690a06fa3b29d5582398cad5b53196ddaef7a17ea5ab010

Observation 6609a7bd-ea43-455a-9f87-6db1c95bf38b · outbound

This paper cites Live, Rich, and Composable: Qualities for Programming Beyond Static Text.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Live, Rich, and Composable: Qualities for Programming Beyond Static Text

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-09T01:03:55.166690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.582277Z digest=sha256:64079ac4e29d0e593f4078f1857a55bb7b02c0725525cf59415506ae964aac5b

Observation c4574b40-462b-4218-a35c-ed6481a27a77 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.793285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.589609Z digest=sha256:47e0165a4682d0681b225f84a59ba17bf4a261f012dc38ee9819910929a2dbc9

Observation ca7bf3fe-658e-4fa8-93ac-de7b57d3817e · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.783856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.593158Z digest=sha256:8ccbbfdb7c901a715380ba07c211dd0cffa1dc589c066a2c856ca04660cd6a2a

Observation 886bfb57-2bf5-4ae3-bafd-1073f7223ee3 · outbound

This paper cites Landay and B.A.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Landay and B.A

Reference 25

Resolution
malformed identifier
no resolver link, observed 2026-08-09T01:03:53.596659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.596659Z digest=sha256:37c4a3b5ba86cb14b9286afa62253b8b0a089ed4ee607ee64effc569fc4c291a

Observation 135b648c-ddd3-453d-baee-0856aa04b608 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.772463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.600159Z digest=sha256:b846672791a7e96418bb13ab015aed671d0b8600082e7fd4997101f7163c8999

Observation 5501215f-130f-4bcd-b0f1-7861d69d21cd · outbound

This paper cites LaToza, Gina Venolia, and Robert DeLine.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching LaToza, Gina Venolia, and Robert DeLine

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.603762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.603762Z digest=sha256:28b2c069671590564f1600fdfe01e9a4e59a021c249de3a987db0670ae0d2a94

Observation 7ac3069b-fe76-4e80-b406-188c33d0350a · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.761988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.607455Z digest=sha256:15d6b5ed43d5e95b6944c389795a8d57a940e9ffdc104b385a91e3b42df02f65

Observation 95b5a6a2-d7f1-4801-bb07-051f59c92737 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 29

Resolution
metadata mismatch
raw_fallback, observed 2026-08-09T01:03:55.072852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.611204Z digest=sha256:d4dcd9437b3394c2558154c5dc93f70978d8ce80314680ecdf356440937e2bdc

Observation b1f67966-5fc5-4a2c-b005-93b6176c171c · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.750600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.614722Z digest=sha256:0ae25714e60cd6506e28a980e46bb1761818b02efcfa78ba67976b17bbc57e79

Observation 02972bb5-8a45-488c-93ae-541d4ece7c2e · outbound

This paper cites Newman, Jason I.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Newman, Jason I

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.618166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.618166Z digest=sha256:5fbdff33d093a4f60a9c17ab11d6465343b36caa545cd3298c990b76a68ce204

Observation 16df33d1-3a88-4921-be26-467dee976b90 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.739484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.621576Z digest=sha256:a8fd82bae7518db58c4607c542e5ef5a7723e25ded40eb5869b418014607cb3b

Observation 4ec4b60f-5776-4c06-a4be-0200ee734a88 · outbound

This paper cites What It Wants Me To Say.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching What It Wants Me To Say

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.625097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.625097Z digest=sha256:cb1d00902b821ca18ddaf08c1d5b6d981612dca10d2c87b2636a59333e701c82

Observation 9bd50d74-b176-4ca6-a608-9a4d3a2dfef1 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.727483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.628485Z digest=sha256:2afb987b4fed183f223be1c7fcb6a8688509f436b6364792d16b1b5ba2fdc32e

Observation 45450110-c2f9-4232-b446-35c9273da49a · outbound

This paper cites LaToza, Marian Petre, and André van der Hoek.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching LaToza, Marian Petre, and André van der Hoek

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.631964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.631964Z digest=sha256:b7db77cfaccda8681d2c21ca0c8b034fe5a3e1d2aeba371491f4f75a5d2e9f67

Observation 266f8ccb-b7a9-4fa4-a58c-d6a15c079cc7 · outbound

This paper cites McGuffin and Christopher P.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching McGuffin and Christopher P

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.639760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.639760Z digest=sha256:a2481a156f972d868b05b4426da698509d19ff3e1d6ba0db01ccf56b75051971

Observation 9bff36be-0a6f-4296-bd08-aadee3d8415b · outbound

This paper cites Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.642877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.642877Z digest=sha256:4778b88a54e8f72855997cffc814750a4a7f6700df6c5bc6b5f849055982dd56

Observation 62dc9a5f-10d4-409e-9c8b-7121af720a45 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.640768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.646558Z digest=sha256:2753f9cb4a27a3ce01862fc5b455e23924344dd3a928ba3f22f67f389002ed5d

Observation 55a92d3f-4015-441a-8ac9-36bffa6d6421 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 39

Resolution
malformed identifier
raw_fallback, observed 2026-08-09T01:03:54.686995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.649791Z digest=sha256:291d0c361f1007bfbca8441a3bfbc540bf29d7cc6bc09f3f7b77a4ea9963d9ef

Observation 0c6e1b5a-b3ee-46ec-9708-120c629bcdd0 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.629287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.653193Z digest=sha256:b84773415fbef9db2281637ec4a7b088ee3f0125096664ca482357ce564f757a

Observation a82161cc-7a02-45e1-98cd-5fc2e27f8770 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.547074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.656470Z digest=sha256:f69c378c37daea17abe981feb8fb1da6939737d73c18958d98e5d9e391170523

Observation 6e6a5d30-146b-4519-98c3-748f618866d7 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.407472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.660009Z digest=sha256:eef25a719a5e939b2796ccdfca0c99faf4c824e4e4943bf82e03e2b0d3012f38

Observation 70788188-62ad-47ec-8878-5c2e1d72e727 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.666632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.666632Z digest=sha256:5c12b21f81fe22ec0920503c91608c6d32fbd25b81e03c2332a62b68217e9a65

Observation 44792db7-65db-450d-a714-63e11188b712 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.395926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.669994Z digest=sha256:39607877c4ee7e2b3cf7e72fef4884da6cc3b60a111ea4ca54b20743fb86b19f

Observation 76a5c3cd-7755-4f42-832f-2fcf6704e895 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.674256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.674256Z digest=sha256:95dabe9a9ac255c1bf650c98660ab5aa09c8ea7e25fe4e613a49ade0ec14f06e

Observation 7028e325-4769-45e4-99af-c2caf67bffa2 · outbound

This paper cites Plimmer, J.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Plimmer, J

Reference 47

Resolution
verified exact
doi, observed 2026-08-09T01:03:53.812280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.677679Z digest=sha256:97df0b49b1a0357fb87bd175804ac7b2a7a1827882aff382b18860175743c982

Observation 93e53d70-aa8d-4272-af8b-e9cccc72f6b4 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.344186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.681226Z digest=sha256:14e658f394ed16ed74a9d2db154c4beee746d0d493c7a6fe61eb8146245e84bb

Observation b959ceb7-d012-4956-b91c-9d33acab81c6 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 49

Resolution
metadata mismatch
raw_fallback, observed 2026-08-09T01:03:54.363366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.684645Z digest=sha256:17eb3c521b2693ace52c3180391c255dde10f5aaec4caa89d36f9d90517d0fd5

Observation f1976ac5-0625-4700-92eb-480eb47e0695 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.183991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.688235Z digest=sha256:40eee342ce079a5371bce5072bf6eae2f6819121fdc409816223cb1188dd9d20

Observation 9e3364ba-a45a-45dc-aa8e-1425c2deeb45 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.173735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.691389Z digest=sha256:25e927b69a2775d7787b8d536c6de8db08542533254f750c92df802565cb037e

Observation 7f7c85ce-4113-4f90-af1a-1a1b161575a1 · outbound

This paper cites Russell, Mark J.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Russell, Mark J

Reference 52

Resolution
malformed identifier
no resolver link, observed 2026-08-09T01:03:53.694906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.694906Z digest=sha256:0ef3cce080a54278974a664fd72da68839c0c40ecd4269ed11394311e1cf809a

Observation 8f85223b-d384-4fc5-854d-11edc4e0f493 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.162096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.698079Z digest=sha256:af3af984f034b3df3d9965647d8a885d6b67856672c624f77bd66b7b89ac53f5

Observation f5e6ac9e-ce6e-4f91-85c5-b55e952fc746 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.701455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.701455Z digest=sha256:e3882ef3fd4224dd3b489f68ade2568e147e59af421224b31a77ac159ba82acd

Observation 20b0aa5c-db59-44f6-bb4f-be133042220b · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.704734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.704734Z digest=sha256:15024c60bade34346f617a95dda5ba2419278e4e56898cbec86ab76a531a4c57

Observation bed85f2a-8fcd-4fd6-9099-75c66c7ff62d · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 56

Resolution
verified exact
doi, observed 2026-08-09T01:03:53.801209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.707993Z digest=sha256:be026a5ab87669b77366c226245d59130fd748389933212c760a0f0977c83ddf

Observation ebd107e7-2a62-40ef-bf95-adf76fca6a21 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.712467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.712467Z digest=sha256:c1d02dba8a20b27a6015924bcbe79c3510053da6147c3d146223e46351eff0f7

Observation f32e0b40-e129-4258-a928-c6a85f704850 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.715898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.715898Z digest=sha256:e8400cc20aa405f0e3d21414a2e9830c36d62f39afe9b07b7f4f7df1ff046ce0

Observation 8ec3c27b-5d4b-4eea-b4a6-100c3fdc8c27 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.719185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.719185Z digest=sha256:53372b522c843dbe195d86889d0cf6932994f5a09fd326497dd15abe9c9939c4

Observation 6b002953-14f0-47a8-bc01-a3e89cb4d056 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.100963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.722668Z digest=sha256:ea3928ac8f5c45ba543f173b75964cc86937afd205de9c14b9da6459dd7b4c8f

Observation 8f2d8ab8-de78-42d5-ae2b-abf6e4e71876 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.042518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.726083Z digest=sha256:68027f09ea683d7ce475ae37a4b009e339c591b8a2f5989afa8f19966f9c1964

Observation 77b029b2-f623-4c14-9c40-01c858211fdd · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:56.031644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.729457Z digest=sha256:fb17e7b71d9cc66cb62492f4a8368d7e100b154ee89de5887e501cde2516c919

Observation b1ba4dca-c290-4791-be0b-9165dd5dc5e0 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:55.981374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.732730Z digest=sha256:50a3f53c29935108f00f985e264210c1cadead1a0db8de16c913c13b272c244f

Observation da34df84-005b-4b2d-9778-9d4b56b15167 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 64

Resolution
verified exact
doi, observed 2026-08-09T01:03:53.790309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.736101Z digest=sha256:59cd71b277d768f3e4a33facfa45be8f040fcad2db090be975143a54cebfccd9

Observation 58746e34-5580-4a1c-b663-f183941227df · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.739738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.739738Z digest=sha256:c846b514ebd894343a5758f6a57ce39b92b6ad28ee9f1790b5c94b0344ff84e6

Observation 2a138439-a64d-484c-b9ed-e9966c97f00d · outbound

This paper cites Wobbrock, Andrew D.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Wobbrock, Andrew D

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.743520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.743520Z digest=sha256:2186419bf38fb92387d2315e85734ba77198a6a8a3bf6c536129035989d815d7

Observation 1fe6a75b-9f7b-48a5-aed4-1917eba64ca8 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:55.896229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.746850Z digest=sha256:2b2d878399553a4889fac9c44b7478b5ff58de3e5dbcb66a0eb80f616a887618

Observation de140275-83b5-4bb2-a1de-23126b28af24 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:03:55.882610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T01:03:53.750423Z digest=sha256:cfe74e54be639a2725ac6151147d643c689723751e70b922b25259a01cbc77c5

Observation 0015c517-c1f8-48e8-bc1d-3d3999217621 · outbound

This paper cites an unresolved cited work.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.753897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.753897Z digest=sha256:1389544ddba6f9e147ea73137f8eb94f6a0b27f984831ce83165ac927b80ff5f

Observation 8637d126-6b13-4120-8fab-8b8372831ee2 · outbound

This paper cites RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.757485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.757485Z digest=sha256:123c7ae194f0e4a9a9e9992e70ef04e3c95732de675634d52d99c98d1111572e

Observation 913d3f54-6f71-48cd-b748-b94672b84025 · outbound

This paper cites IEEE Transactions on Software Engineering 41, 2 (2015), 135–156.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching IEEE Transactions on Software Engineering 41, 2 (2015), 135–156

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.635558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.635558Z digest=sha256:6b08f852fbdf3814caa7c19a5aa5d77b495007a77f697aca0984ee872989ef8a

Pith citing papers

No inbound Pith citation observations are available.