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Paper Citation Record · LEDGER

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning

As of 21 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2508.19873.

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

pith.paper-citation-record.v1
2508.19873 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:26:35.944230Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

21 of 21 outbound references displayed

  • verified exact5
  • verified fuzzy1
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85f49a46-b981-4906-b26b-6c96a35e51c3 · outbound

This paper cites online" 'onlinestring :=.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.866090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.866090Z digest=sha256:253183f1ef442c955f7d1e368705d77da3fff30050d96939360449abea5df108

Observation 09073ce6-c1ff-4f7d-8521-cbec442dac7e · outbound

This paper cites write newline.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.870992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.870992Z digest=sha256:0dc585f1a220105f0d4d6326d6ac3ee1cc1d6c19619c020d1d233627ca338b12

Observation 532241f6-fb72-4863-9b3c-b6a5e52c3de8 · outbound

This paper cites utze, Andreas S\.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning utze, Andreas S\

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:26:36.267399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.875506Z digest=sha256:ed5c1675d75b9b0c9ad5bb01aa98690e754da676101deb8753bd517c763fe8f7

Observation f9fad498-ea49-45ce-b3b7-47bcd04f7ac2 · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.878885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.878885Z digest=sha256:579e7ae7d7f1012ba8a3f226057bf37a92ddbfd5f7fc76df84e2ce593da6ccd5

Observation e2b48cda-eedb-4c9f-bc66-d2160941ba2e · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:26:36.257497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.882881Z digest=sha256:a9d52969f67f41c05c1fec10000ecf953f118fafdf9bca1abdbc14771583e8ab

Observation a1a7953d-ae69-4e7f-8658-403dcfe9c82e · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 6

Resolution
verified exact
doi, observed 2026-08-05T15:26:36.052442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.886775Z digest=sha256:f53391b891ed50c5e0a977f0203934254601b00dff6dc161a5fa0ff0d3e8966c

Observation 36551da2-5f16-49f0-aca5-7c7685930bc8 · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.891726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.891726Z digest=sha256:667c85fdc1ba5bf2809f635f323ac64aa8eb2a0a12208eae88d50efcf8b2ce99

Observation 5ca2ff09-cf9a-4bfa-94c1-6d7961c69776 · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.895503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.895503Z digest=sha256:a51233b4491dac5957730e4c92291f9b06350234afdac5d8de19e2c791e6d9d6

Observation 48b0d873-9845-488f-af84-6e2f51bbb2d1 · outbound

This paper cites Huebner, Elior Sulem, Cynthia Fisher, and Dan Roth.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Huebner, Elior Sulem, Cynthia Fisher, and Dan Roth

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.899580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.899580Z digest=sha256:8113fb1d6bec42b079ed6a2f1c7f41c80a413313d8c4a24350574739677d2b48

Observation fdba0412-0a76-44f3-9ae0-14af68711b5d · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:26:36.247079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.903139Z digest=sha256:dd183714c00df659adbffc06104401025b18b30db76b896442ac380868a54165

Observation 2102b3fa-7766-452c-a0b7-4be0409993f3 · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 11

Resolution
verified exact
doi, observed 2026-08-05T15:26:36.022987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.907184Z digest=sha256:926b89e48d35ca26dd77d435159d61f6ac72939da19533d8ef9eafbd1b773167

Observation 19886386-bb26-45e9-ac69-b2557c30aaf7 · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:26:36.236115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.911000Z digest=sha256:185e463ecdffa082b0dcc5671c46201e141630f38164bdbce377426e26d71969

Observation 76e77d7f-9177-4a12-a3b3-a495f808566c · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.914808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.914808Z digest=sha256:cf7c503d3262da25a7645721c44d5f72307f6c5b87065802ecec8ca6794bab81

Observation 83d16cd4-00dd-4d25-807f-8384f713110b · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.918928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.918928Z digest=sha256:393b8a94df45d22b98e53e222db1ffb4afada1afc5fb1ae280ac7ce1963cd7de

Observation 24cfd8ac-bbac-4099-8b92-7687aa0a72ea · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.922605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.922605Z digest=sha256:76023a66a6b711631e0c3d89cf28f0ea99f2342d53f0ec928550b05bb7b642d3

Observation ff70bbf6-dc53-425d-9285-7b0fe673cc86 · outbound

This paper cites Mitchell.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Mitchell

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.926314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.926314Z digest=sha256:0dd27d09f0d5c07819f8920f2ad6b432490e03e3f5d2488ff18412a715dda5cc

Observation 8d7e529d-453c-4440-96ad-5e83b7b8b6a1 · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 17

Resolution
verified exact
doi, observed 2026-08-05T15:26:35.990833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.930084Z digest=sha256:87d362dc5a4ade23a202ea6169b5e5c2bfb1de7fe289c03ae611788270f61afd

Observation 94dd8310-b327-4cd0-b332-cee49e7555b5 · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 18

Resolution
verified exact
doi, observed 2026-08-05T15:26:35.980509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.933491Z digest=sha256:d188883c1c5412f7357fd7949edc6d5422bad05bccf138ecd2326a92edede4db

Observation e3cc88f2-5322-4cd7-b8e3-5a7436391c58 · outbound

This paper cites an unresolved cited work.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Unresolved cited work

Reference 19

Resolution
verified exact
raw_fallback, observed 2026-08-05T15:26:36.148914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T15:26:35.937216Z digest=sha256:5d91cda35b30012e6b99092d503a39537ca343b8ef528c16765b9a3db9e4d0f8

Observation 9f59df30-e78f-4434-94a5-1717547e6a28 · outbound

This paper cites Lipton, and Yulia Tsvetkov.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Lipton, and Yulia Tsvetkov

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.940571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.940571Z digest=sha256:e65747c24c1b186ef2d574a624f9677f0670dcc19d2e6751608f2dcebbfb4ddd

Observation d50a7b23-8aaf-42d6-bc0c-99dea9835fe3 · outbound

This paper cites Learning to Execute.

Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning Learning to Execute

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:35.944230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:35.944230Z digest=sha256:71e542324ded3faef08293d15d27332de576cadaa5e00a9cb62072406484e4bb

Pith citing papers

No inbound Pith citation observations are available.