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Paper Citation Record · LEDGER

Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2410.14255.

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

pith.paper-citation-record.v1
2410.14255 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 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 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:35:44.141222Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T01:56:41.091840Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e72d0f18-290b-4063-9601-5531f8ea2455 · inbound

Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models cites this paper.

Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:35:44.141222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:35:44.141222Z digest=sha256:724ac9d58317e8af26e68d088e4b3c3df9608696c0ee492849c2019f73632ef3

Observation 6ac99bae-9e1e-44f1-a113-6689bd9d5262 · inbound

AI Scientists Fail Without Strong Implementation Capability cites this paper.

AI Scientists Fail Without Strong Implementation Capability Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:02.748535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:02.748535Z digest=sha256:6d0fd3a7aa7f02412cde27e06bfccf36632c24527f84568e5c50adfc323e3c89

Observation c7302cbb-5dcf-4c0a-81b8-1cfc06a113be · inbound

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

The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T22:46:32.340092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:46:32.340092Z digest=sha256:0134602dc1c4d29d231cf226a75a82d9bbb0b649d37ed68030908e5b2bf2578f

Observation 3d2637ac-90b9-42a2-a5f4-1e46a8cebc97 · inbound

DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology cites this paper.

DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T17:34:30.736783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:34:30.736783Z digest=sha256:bf547e8cfdbc507eb67136daeafbc795a0bd36610cbb8952b16b89f34bafb6ab

Observation b23cca5d-357a-4e8f-92a0-3edfc9ca9b22 · inbound

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator cites this paper.

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-19T05:17:06.215997Z

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=2026-05-19T05:15:49.513101Z digest=sha256:b9e308e75e62d5d5bc36cfa94d63eebec40ef47c00dee9d097330d5bbcec39f3

Observation 4e8dff32-a1b1-4df6-9587-8c86c450a654 · inbound

Deep Researcher with Test-Time Diffusion cites this paper.

Deep Researcher with Test-Time Diffusion Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T15:24:20.456229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T15:24:20.456229Z digest=sha256:e207aaea57b6fc65be1f67df0e398208b8c07deedc6c192d75a13f45e5d5f82a

Observation 22b0678a-2a24-4c8e-bfaa-af012238cf72 · inbound

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery cites this paper.

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T15:00:11.736795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:00:11.736795Z digest=sha256:26ae77afe7894e4eb09ed807f1da684b63b797835f478fa37e704281b133b5f5

Observation 5a327745-222d-45d3-9d1a-6726dc683816 · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T10:55:14.716436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:55:14.716436Z digest=sha256:dc035799e15a587b61c46e82f838a59c490cd13a2b3d2725719ef1dee4b37095

Observation 64b7ea2f-0ff8-4f34-b344-005164fa67f9 · inbound

IoDResearch: Deep Research on Private Heterogeneous Data via the Internet of Data cites this paper.

IoDResearch: Deep Research on Private Heterogeneous Data via the Internet of Data Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:26:18.560575Z

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=2026-05-18T11:24:37.767205Z digest=sha256:bdee7f717079877714f635adfbd415fe4b4c258552763c80773dc805fe5a7343

Observation 46342a2c-ad40-4d6e-a83b-52abc8cff006 · inbound

Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists cites this paper.

Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:16:28.517631Z

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=2026-05-07T06:42:17.145367Z digest=sha256:5317fdb57ad95cdb976f25ed7b36ee5239d54ae870518aa43403a18da9aadc14

Observation 3eea259f-b8ec-40a8-9bed-1f31aa9e07ac · inbound

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation cites this paper.

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:31:27.314337Z

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=2026-05-12T04:12:49.742272Z digest=sha256:188112bd43bd4c5f001806b46d65caac3c17dcf8b7a85c1a14f214815ff274ff

Observation 74744ab3-b69d-4a41-a898-25a72ca5e9ca · inbound

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation cites this paper.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-06-30T20:55:04.027224Z

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=2026-06-30T20:52:32.567107Z digest=sha256:a6a60f351d5f763b3c14861fc6809ce8898c77990de6d756d8e1f847498dc8df

Observation c9c5c356-5e2d-49d6-a56e-93d9b010643d · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 69

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:33:12.714795Z

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=2026-05-20T10:30:50.256635Z digest=sha256:5c29cf7e5338bee6a2f390ad0fd660a6af200edac8b150294a347f26decface4

Observation ba1ccfb2-ede9-40ca-a32d-55c351624d96 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-02T13:43:35.509394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:43:35.509394Z digest=sha256:303196c8425a6ef9268ee4f738264525194107f2a14f90f306343ff81005d7c0

Observation 4387cc25-ceeb-48dc-b5cf-9ede9056a5a4 · inbound

Measuring the Gap Between Human and LLM Research Ideas cites this paper.

Measuring the Gap Between Human and LLM Research Ideas Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-02T12:26:56.072093Z

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=arxiv_source observed=2026-07-02T12:22:54.748120Z digest=sha256:0094d2874b71ae0c1fa0446fc1148e4985817396b99cf78c957a696620c918fb

Observation 8da4d669-bd85-491c-b638-84d24f8c3578 · inbound

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes cites this paper.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T19:11:37.739920Z digest=sha256:aa28e9a70028f0a7c8c89531fd5ced455438efb86fd9836cf17e41439c31fcf1

Observation 2a471535-2cce-4c8a-9454-18aa5debc0fe · inbound

Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation cites this paper.

Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-10T01:56:41.093292Z

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=2026-07-10T01:51:14.922841Z digest=sha256:83df32db36bfe72fb72f1c53636e27ad8d89d1fd0ba40d5302789afd31190923

Observation a05c266d-116c-42fe-89a3-77daae99af89 · inbound

Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation cites this paper.

Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T23:25:06.507479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T23:25:06.507479Z digest=sha256:e292559eabcc862259aecc4a538581e240bff6ac33e1208c10e9434c97b36815

Observation 4524077c-da46-49c8-80b6-0b10f17c701a · inbound

Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation cites this paper.

Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T00:15:11.695313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:15:11.695313Z digest=sha256:01fd605c116ce879f34a2713cad2ca6c88ac24d4b65a0eb51d677c73d8217425

Observation de1f567d-c06a-4989-a6a1-4da77cc43f28 · inbound

Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details cites this paper.

Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 184

Resolution
unresolved
no resolver link, observed 2026-08-05T15:25:40.137132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:25:40.137132Z digest=sha256:8b7637ace331c7e3e1f2c4c2608a5251767e90ea43e885a8c3fe153697fe3e49