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Paper Citation Record · LEDGER

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning

As of 13 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.05245.

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

pith.paper-citation-record.v1
2608.05245 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:20:31.892069Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved5
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e96c2e8d-207d-42f7-9d9a-f6b1a08896c6 · outbound

This paper cites calculate X when a=3, b=5.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning calculate X when a=3, b=5

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:20:32.323231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.829048Z digest=sha256:eb805777e24374676a2c60b9afea2850aacb7d1fc0c980ff1970802a0c67b179

Observation dd1aa395-edf0-4b02-afba-aa1acf9c9433 · outbound

This paper cites dimension_scores.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning dimension_scores

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:20:32.309610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.834167Z digest=sha256:c1bc3c7d5789e8f00b4a547a8a7d626afca8ad356fd21afa9275d7d39e35824e

Observation ddec5ab5-92ae-4231-8d49-d8896abc6656 · outbound

This paper cites an unresolved cited work.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:20:32.266363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.850367Z digest=sha256:af2c56cac3d05bedf879b72a7b1dc4e71c41b0a9a67c553657b7056693cb34b4

Observation 1f196aaf-fefc-4c7b-8945-19b000871ffb · outbound

This paper cites Once you have activated a skill, you can view the knowledge contained within it, or di- rectly utilize the functions included in the skill within <CODE>.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning Once you have activated a skill, you can view the knowledge contained within it, or di- rectly utilize the functions included in the skill within <CODE>

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:20:32.295217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.839968Z digest=sha256:c934721ac5deee6a5789e32cc42d9d558846ef3190ae0c698f4202936264cabe

Observation ca680ac9-786f-4567-8407-e18be78b1812 · outbound

This paper cites an unresolved cited work.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:20:32.281056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.844799Z digest=sha256:4c0679664f9f2c00bf02f042f78f4a9920906c64c2526a4935906c3d48c34973

Observation 9f73ff6d-68b0-47b8-9368-489d5548513e · outbound

This paper cites VSEPR theory bond angles.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning VSEPR theory bond angles

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:20:32.252097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.855271Z digest=sha256:b2e5875b61176347e12f29c8e85d042f341e4b24b815b716eaea112e747b9a84

Observation ab8df1a9-e4cf-431c-821f-3ab99146c8f3 · outbound

This paper cites query 1",.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning query 1",

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:20:32.238050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.860212Z digest=sha256:9baeeb31b9bf7d535e9f4a7242361274d08c5814f2d45e41709c41c6c107d177

Observation 52aea385-ce15-48cb-93a5-a6b28833aa20 · outbound

This paper cites urls": [.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning urls": [

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:20:32.223393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.864409Z digest=sha256:f2a74f2d53d652ea396990cbf77c6e2377128d387c00918aecb5a6dc0089ce2e

Observation 557662a3-ba87-4146-b91c-323c3fc64012 · outbound

This paper cites skill_name.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning skill_name

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:20:32.182292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.868910Z digest=sha256:d6e8daf3563863255fc8417c07c15d03bc2e77a790051b48129eed5fe02e0c6e

Observation 27f2485b-6c60-4b1b-819f-2d8c7338a4dc · outbound

This paper cites an unresolved cited work.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:20:32.098852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.873892Z digest=sha256:2817b8cd8126e0b9871326fb0a0cd975a1de4afd35a6ee10ab193673b656f8cc

Observation 2c94e7a9-1fae-4cf1-a209-d62bbefced9a · outbound

This paper cites an unresolved cited work.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:20:32.018418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.878350Z digest=sha256:158f5c959778ef155d111e358e6320a5a08a99f57f8d9d6718c8aa10ce948f5c

Observation 5dc44c0d-b73c-45ef-bd24-2bf0b146c650 · outbound

This paper cites rotational constant B cm^-1 moment of inertia diatomic.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning rotational constant B cm^-1 moment of inertia diatomic

Reference 13

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T17:20:31.977214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.883118Z digest=sha256:40462787ab164984fad50f66dea1405e4f23394aa39d13d9352df1919f8f72b5

Observation b658f768-a811-456c-830f-fa27595c8642 · outbound

This paper cites urls": [.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning urls": [

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:20:31.960334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.887522Z digest=sha256:dbd0a0c808ffea6e244c70ac5e74ac50cb3d1b3e04c0fd943705eef91356ee19

Observation 67dfb8d1-8829-4173-a366-d171a5c63af3 · outbound

This paper cites skill_name.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning skill_name

Reference 15

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T17:20:31.945017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T17:20:31.892069Z digest=sha256:7a7f78e88ef82f1c5758a645d7d0960d473833bb74ca5b38160b6d91923b9fc5

Observation 776796f7-75ed-44b9-af4e-035ce91ede1d · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement Learning GLM-5: from Vibe Coding to Agentic Engineering

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-08T17:20:31.822202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:20:31.822202Z digest=sha256:6a65977001c8b6d833bd32cc3d03b94f33ab3693ca115862447856f5e80827fd

Pith citing papers

No inbound Pith citation observations are available.