Paper Citation Record · LEDGER

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers

As of 5 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2605.11556.

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

pith.paper-citation-record.v1
2605.11556 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T01:54:35.740690Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:44:32.820840Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy19
unresolved27
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0487e4bf-89be-4f0d-a922-2fdc9b879244 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.508740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8c64ef7e-73f3-4fda-869b-dadb423cbcbc · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.517564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation afe1570b-d844-474e-8e75-7fcf3518dd80 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.515344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e81f917e-5c79-4ee6-ad08-7ef7e81289be · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.510790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 05c314fb-fcc5-471d-9ca3-2a99c41b8c3a · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.500038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3f070711-16b7-46dd-9a3d-6b24d81379ae · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.521934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b6f1e687-95a1-4c64-af38-a4d746169b0a · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.526524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ecfff742-4c32-41a1-8061-af8c3f9df32b · outbound

This paper cites "observation.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers "observation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.504465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 68dd3e4d-f5f7-4919-8263-e2a2b167e443 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.502451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f8a5433e-56f5-4ecf-b5eb-9b79d8ac1f3b · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.513043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ec8df0a7-43d0-4f70-afe9-764c7fd51fb8 · outbound

This paper cites hint": "Make sure the fix is applied specifically in function X. Clarify that the new parameter should have a default value.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers hint": "Make sure the fix is applied specifically in function X. Clarify that the new parameter should have a default value

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.506698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a81abf7a-5bcb-4d78-a49a-e873154513b1 · outbound

This paper cites It attempted to reinvent the wheelby manually calculating indices and slicing the object list, ignoring the existingpage()method.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers It attempted to reinvent the wheelby manually calculating indices and slicing the object list, ignoring the existingpage()method

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.524431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 68ee2c1e-5631-4e6a-8446-f32c14f73c80 · outbound

This paper cites It formulated a plan to simply iterate over self.page range and yieldself.page(num).

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers It formulated a plan to simply iterate over self.page range and yieldself.page(num)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.519926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation caa53555-ea55-4a2f-a8d9-11b624210578 · outbound

This paper cites Local Optima.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Local Optima

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.491688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7ef81042-5301-407f-9ade-00404dd7d6f9 · outbound

This paper cites It adhered to the high- level plan by constructing a targeted script, allowing it to focus exclusively on the relevant bug without getting trapped in unrelated system failures.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers It adhered to the high- level plan by constructing a targeted script, allowing it to focus exclusively on the relevant bug without getting trapped in unrelated system failures

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.474366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 26d23da0-37fd-446e-a563-56ecda7171a7 · outbound

This paper cites The final code was bloated, fragile, and failed to handleboundary conditions, leading to regressions.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers The final code was bloated, fragile, and failed to handleboundary conditions, leading to regressions

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.443851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0cef4add-a37e-41ca-9569-6b99a9ec37d1 · outbound

This paper cites reusing abstractions.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers reusing abstractions

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.449907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 00eee556-9c9f-4400-a2dc-b6baf31951ed · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.480909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b4202688-0e5e-4c02-96f1-58ee0ed8516e · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.476581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 054dfeba-7702-457c-af09-44e85823c4e9 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.478660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fc7aa7f4-15f3-4650-afb4-d3eceacbf0f1 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.447978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1b0a521c-1e79-4780-add5-f5dfdf8617e9 · outbound

This paper cites If the environment is not set up to run tests, consult with the user first before investing time to run tests.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers If the environment is not set up to run tests, consult with the user first before investing time to run tests

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.493791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bdd1cab9-16e1-4de1-8af2-4b68d8153374 · outbound

This paper cites txt, pyproject.toml, package.json, Gemfile, etc.).

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers txt, pyproject.toml, package.json, Gemfile, etc.)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.425758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8934eb09-bab2-4a10-9456-4eca2ede93f2 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.469744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bf4bbec2-3732-4550-8224-f3cb86ae0a6f · outbound

This paper cites </ENVIRONMENT_SETUP> <TROUBLESHOOTING> * If you’ve made repeated attempts to solve a problem but tests still fail or the user reports it’s still broken.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers </ENVIRONMENT_SETUP> <TROUBLESHOOTING> * If you’ve made repeated attempts to solve a problem but tests still fail or the user reports it’s still broken

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.446047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1f04d6ee-a745-44cb-b698-e63cac7d7131 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.437127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4a8f8976-81a7-46dd-a93e-acc653499e82 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.472092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6de2add0-6371-47c2-b929-b0f04068257a · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.413495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dd761d51-a504-4550-b203-fc0c896f86c2 · outbound

This paper cites timeout.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers timeout

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.461889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e6e72122-d55b-4ca9-a795-073c3730d83f · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.489484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 34fc42bf-23b7-45d6-8f06-e17c8ee1487a · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.498030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9e7b0a9e-491b-41dc-9213-3ffed84641f2 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.454761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 921210e0-6dd4-4377-a735-ea2c07e9ccd3 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.495883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4d89fb79-8f38-46e7-bd16-b4e1e2f7db59 · outbound

This paper cites xlsx".

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers xlsx"

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.435050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5ca2d3a6-d63f-4128-9fe4-9a1d3c0f4bb1 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.456798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 18af0900-0010-48e6-8ab7-39ca8151915c · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.485334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9f53026a-3393-451c-b985-0dbb786aa4ac · outbound

This paper cites The tool will fail if ‘old_str‘ matches multiple locations or doesn’t match exactly with the file content.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers The tool will fail if ‘old_str‘ matches multiple locations or doesn’t match exactly with the file content

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.483211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8fbcd01e-bcd4-4be7-a511-187a58ab2edd · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.467722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3a9304cc-9403-436e-b4c4-20ea734f671c · outbound

This paper cites Both strings must be different.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Both strings must be different

Reference 39

Resolution: malformed identifier; raw_fallback, observed 2026-05-13T14:07:50.430821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a85c836c-434b-4a2f-9fdb-4580e522a784 · outbound

This paper cites /workspace/app.py.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers /workspace/app.py

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.433001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c56fe5b8-5d94-469f-8a6f-de8d96c8ce6c · outbound

This paper cites Do not use it in a production deployment.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Do not use it in a production deployment

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.416510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 21dc84d7-bf0e-428c-9cf5-2f941e5986b9 · outbound

This paper cites You can access the list of numbers in a table format by visiting http://127.0.0.1:5000.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers You can access the list of numbers in a table format by visiting http://127.0.0.1:5000

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.428402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0c01ff01-e6b2-4158-801f-927a32585cec · outbound

This paper cites 8.1 Ensure you’ve fully addressed all requirements.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers 8.1 Ensure you’ve fully addressed all requirements

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.423251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d521d432-199d-4db6-8828-2d1a93a92b1c · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.487337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bc53214b-82ae-4a04-961e-b3a607ccf49c · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.441187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d3d3e6cb-58d6-43b5-ad6c-e0ee25b3fbf8 · outbound

This paper cites an unresolved cited work.

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:07:50.451880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f5bcca99-e93d-4ae4-8aeb-368a3d4f6ce8 · outbound

This paper cites winner".

Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers winner"

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.420184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 4ae3ba75-c77d-4a70-b1b5-4f1b98544de4 · inbound

AgentOmnia: Scaling Agentic Models for Full-Scenario Applications cites this paper.

AgentOmnia: Scaling Agentic Models for Full-Scenario Applications Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T03:38:20.507514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75b85598-e938-444e-a56c-6f3d838849a0 · inbound

Trajectories That Segment Themselves: Agent-Declared Boundaries as a Training Unit cites this paper.

Trajectories That Segment Themselves: Agent-Declared Boundaries as a Training Unit Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers

Reference 1999

Resolution: unresolved; no resolver link, observed 2026-08-04T09:44:32.820840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.