Pith. sign in

Paper Citation Record · LEDGER

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.10740.

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

pith.paper-citation-record.v1
2608.10740 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:21:41.396565Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 518a74e1-ccac-4048-88f0-47d2418a3e95 · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.588785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.350123Z digest=sha256:6ffb2f48633d720cc421af157442cd3d7e61608f6bb93c65ba08114a235c8468

Observation 552513ba-3072-4de0-9893-a9fa6b36bb6f · outbound

This paper cites AI Idea Bench 2025: AI Research Idea Generation Benchmark.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution AI Idea Bench 2025: AI Research Idea Generation Benchmark

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T18:21:41.261437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:21:41.261437Z digest=sha256:06716be4e9a6b6145c827c85a876770c41c94e211fb48f763d7f5882d8258e41

Observation b507956c-5f35-4ec7-9050-c2446868c4d1 · outbound

This paper cites The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T18:21:41.264689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:21:41.264689Z digest=sha256:ef82494addaf8a2c627da17c91e71c070b0eba23d484a35a62bc5cc8203c7165

Observation 3d0a4366-a116-4fda-acbe-8a780fbdb21c · outbound

This paper cites selected.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution selected

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:21:41.564751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.358162Z digest=sha256:60d13f10eff8b89cf71c10ab50609ea63a4c5669a5eb834b6d834c9227ba92eb

Observation a4beb9e0-dbf7-49a2-84e3-039c3b101ba1 · outbound

This paper cites InProceedings of the 62nd An- nual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 279–299.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution InProceedings of the 62nd An- nual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 279–299

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:21:41.596320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.272497Z digest=sha256:d78389948c1afdf0e0159e6c270cfd788c44b3c6dfb95dacfe4f57b9d6a8decf

Observation 9dc27646-eca2-4f8c-9e2e-6e48b587318f · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T18:21:41.342427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:21:41.342427Z digest=sha256:25d2cdba548df4fa8e7f52ba81ca0a3927386c3e8f30bb525218f9cd76334b3e

Observation e2cbeeca-05b9-4f37-8aec-0e5d90bee796 · outbound

This paper cites Corrective Retrieval Augmented Generation.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Corrective Retrieval Augmented Generation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T18:21:41.346573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:21:41.346573Z digest=sha256:a0aedb9b26feae0ae53580b70bfad70763b0e1ae212308459c43e8fe341340af

Observation ad68b753-e001-4ea4-b814-1a3a7fe4cb5c · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.580767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.352803Z digest=sha256:7211fe381cb5d14f34f7d8a9e322ec3b94f02932807279a649fbc4dda2a27b9c

Observation a67773bf-76f0-4ae5-89f7-95f4eabe5264 · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.573172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.355633Z digest=sha256:be27c90668647cde61a18815746a801a6026fb8fd4523f66e1d1d7ec673ac007

Observation 8b3ad1ed-132f-4dd8-8310-0a7b5e2b7c9b · outbound

This paper cites Bhas issues.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Bhas issues

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:21:41.557765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.361097Z digest=sha256:f215e6fa09058bedc7f0ab8bee2a4ff7907f3d76164c886048f30d412b07ad7a

Observation 70c50b2c-b817-4bd8-a226-020b7d385faa · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.550558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.365011Z digest=sha256:8a8fbcc8bd65f697008bba9ba54ab702c8690ef9f7f9388a1a160df3d331fed5

Observation 7345149c-6953-4a9f-b61e-dda9e61fe9b9 · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.543071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.367766Z digest=sha256:ec6a51dde19ad0a79ef588b3081c6d6acca6a145b75a4032d298ed2d53b4bbf1

Observation c2060d60-ceaf-4bdf-9e44-d0d1e54abb28 · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.536336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.370272Z digest=sha256:bbeeed7b6b7450e58920904ee1741a7284d6800883d64fb966ba8ff429417a45

Observation ecfd842b-48e8-4dfd-80e4-fac8208c767f · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.528724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.372634Z digest=sha256:abaf6a1be235666d7bba0868543685a19859af2ec6a47d08985cf7b46182fd4b

Observation c43e2a9c-148e-4637-bc5a-167cf33e311b · outbound

This paper cites evolution_trace.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution evolution_trace

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:21:41.520410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.375089Z digest=sha256:f675869bc8c87b3667b54376a09867329b5a89df1a49f97c0eea2594495956d5

Observation a6269515-d173-4265-97df-a9c419a88d9d · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.512567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.378019Z digest=sha256:80bf854ea8e19b403c23554c7838da3a40ed3ac788f231d4d5588c481a0886fb

Observation 5ee011cc-1a66-49d1-b460-fd76c5f29947 · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.505149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.380434Z digest=sha256:1db093d321cb66e61995561871be7365176b10c3e16d4b057735db0c57aeb570

Observation b0735f34-3ed9-4419-9959-3f308a82a1de · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.496802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.382906Z digest=sha256:2fbd7e8daf2f5947099c71f9acb0b39ebaca272c34d0e3ef0affd6c0d2dd085d

Observation 2c929355-edb3-41ca-ae82-924431bc4f82 · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.488971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.386114Z digest=sha256:f2b031e949a7d911be6fae48afa106be3e54ef2c624847660116a5b91720559e

Observation 3d7af620-a5da-47c0-b2c6-1a517810e34a · outbound

This paper cites ⟨recent X ⟩ + ⟨recent Y ⟩ applied to ⟨new domain Z⟩.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution ⟨recent X ⟩ + ⟨recent Y ⟩ applied to ⟨new domain Z⟩

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:21:41.480873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.388658Z digest=sha256:c93d331539acc56c6d7c171f57013caf5925b40cabb336b9f0f2da9bba313901

Observation e160a0bf-2569-40e0-8147-5f8f52e65ee9 · outbound

This paper cites Donotoutput this analysis; use it only to ground your novelty score.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Donotoutput this analysis; use it only to ground your novelty score

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:21:41.473051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.391682Z digest=sha256:8c73bfb2303773137599590b51deca960fb00e828f8cf99d7c655cf02bec8ba9

Observation c207062e-3e45-48b7-af8f-b8e82b00e377 · outbound

This paper cites an unresolved cited work.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:21:41.463967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.394142Z digest=sha256:2a3e76cb07729ac7808277c9e071927e7876fd4702d77c4a8e627eeab8e4fd69

Observation 14da6260-6674-432b-b170-1d75506c8ea1 · outbound

This paper cites sounds reasonable.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution sounds reasonable

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:21:41.456180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:21:41.396565Z digest=sha256:12f116d7db3ca0f8e330905799d6ce029d4009b96ae32e76f51756ac0eb3ac96

Observation 3b70da82-6bdc-4396-8019-77aa9c27227a · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-12T18:21:41.268929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:21:41.268929Z digest=sha256:d475d1342844524e5c8529fcdda8996f47aa80741b2209bb9d9fc48155ef0ae2

Observation 47ed6169-e8cb-4aba-85b1-2e1be5108d49 · outbound

This paper cites GoAI: Enhancing AI Students' Learning Paths and Idea Generation via Graph of AI Ideas.

Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution GoAI: Enhancing AI Students' Learning Paths and Idea Generation via Graph of AI Ideas

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-12T18:21:41.257399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:21:41.257399Z digest=sha256:19f9c9811d6e2bf2d0a23f339a908488e4c85f52f2e7286bca1ff6512af9e109

Pith citing papers

No inbound Pith citation observations are available.