Paper Citation Record · LEDGER

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 10 inbound Pith citation observations for arXiv:2412.14141.

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

pith.paper-citation-record.v1
2412.14141 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:29:07.421060Z

measured 36 of 36 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:49:02.277328Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T12:26:56.067165Z

Reference resolution

26 of 26 outbound references displayed

verified exact1
verified fuzzy15
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b7d765a-a117-4ddd-938d-3e824463efe2 · outbound

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

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.279010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e4aeb1d-635f-4730-b3c6-e5ffc78ba749 · outbound

This paper cites Can large language models unlock novel scientific research ideas? arXiv preprint arXiv:2409.06185, 2024.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Can large language models unlock novel scientific research ideas? arXiv preprint arXiv:2409.06185, 2024

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.285320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a2aee55-21ce-4db4-8226-d650d20fc7c1 · outbound

This paper cites SciMON: Scientific Inspiration Machines Optimized for Novelty.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research SciMON: Scientific Inspiration Machines Optimized for Novelty

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.290214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f43d62-ac1e-41ca-a1a7-a0534ce5ae32 · outbound

This paper cites The creative mind: Myths and mechanisms, 2004.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research The creative mind: Myths and mechanisms, 2004

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.984510Z

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.

Observation 35259759-657b-4a19-9945-de994da5e9c3 · outbound

This paper cites An analysis of creativity.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research An analysis of creativity

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.968065Z

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.

Observation bc98bd2a-f868-4201-a41d-2dc86e32d1e5 · outbound

This paper cites Four pppperspectives on computational creativity in theory and in practice.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Four pppperspectives on computational creativity in theory and in practice

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.951666Z

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.

Observation e8175f1a-8688-492a-950e-2bbd492da634 · outbound

This paper cites A preliminary framework for description, analysis and comparison of creative systems.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research A preliminary framework for description, analysis and comparison of creative systems

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.933376Z

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.

Observation 747127d6-f19c-4884-b4e9-a432f516ba9e · outbound

This paper cites Creative cognition.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Creative cognition

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.917583Z

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.

Observation 93ec9fec-7090-4643-99bd-5ba398e8be90 · outbound

This paper cites An account of writing as creative design.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research An account of writing as creative design

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.902242Z

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.

Observation 147db820-2b5b-4f4e-bfd3-87edc04af0a2 · outbound

This paper cites The philosophy of creativity.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research The philosophy of creativity

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.885788Z

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.

Observation f2856d76-127a-4e99-84b1-24dcd34e96db · outbound

This paper cites Beyond big and little: The four c model of creativity.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Beyond big and little: The four c model of creativity

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.866849Z

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.

Observation b2f01a1b-8c5a-4d90-82c4-d603640f5976 · outbound

This paper cites Originality and value.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Originality and value

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.845096Z

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.

Observation 06851efb-f08b-4f0f-9ae7-2d2c7de7845a · outbound

This paper cites The effect of perceived challenges and skills on the quality of subjective experience.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research The effect of perceived challenges and skills on the quality of subjective experience

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.825894Z

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.

Observation 57c2d723-453b-48bb-9a40-38813334475b · outbound

This paper cites Beyond new and appropriate: Who decides what is creative? Creativity Research Journal, 24 0 (1): 0 83--91, 2012.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Beyond new and appropriate: Who decides what is creative? Creativity Research Journal, 24 0 (1): 0 83--91, 2012

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.807095Z

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.

Observation 4eb12d0f-b0b0-4e13-923d-eb94dcd13fa1 · outbound

This paper cites Leandojo: Theorem proving with retrieval-augmented language models.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Leandojo: Theorem proving with retrieval-augmented language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.788498Z

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.

Observation 99f87544-371c-4227-bab8-5933c11f99de · outbound

This paper cites Large Language Models are Zero Shot Hypothesis Proposers.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Large Language Models are Zero Shot Hypothesis Proposers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.369260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b4fcb2d-2569-443c-8d24-b1cec2097baa · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.374761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ddf156b-8587-4fd4-9bfe-909f69514f32 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.380139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc1b2bdf-a4ed-45bb-ba9f-7e70f8eb11a9 · outbound

This paper cites Oag-bench: a human-curated benchmark for academic graph mining.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Oag-bench: a human-curated benchmark for academic graph mining

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.772558Z

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.

Observation a9d238e7-754d-4d54-a2bd-787e266d11f6 · outbound

This paper cites an unresolved cited work.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:29:07.756122Z

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.

Observation 4ff70963-f015-4f16-b621-8b9e811b4074 · outbound

This paper cites Qwen2 Technical Report.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Qwen2 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.395748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8e4e54e-a280-449e-9d78-8ea934c320ba · outbound

This paper cites Brown, and Charles L.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Brown, and Charles L

Reference 22

Resolution: verified exact; doi, observed 2026-08-11T12:29:07.458892Z

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.

Observation 99ae2f80-8d8c-4ab3-9ca7-bc1c3fcb5cd8 · outbound

This paper cites GPT-4 Technical Report.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research GPT-4 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.406310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bcae4e7-902a-48f2-8a7e-58639943063d · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku, 2024.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research The claude 3 model family: Opus, sonnet, haiku, 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.734975Z

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.

Observation c6621daa-f30a-4a9f-8379-047a7fa62111 · outbound

This paper cites The Llama 3 Herd of Models.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research The Llama 3 Herd of Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T12:29:07.415714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63412e2-d426-45b4-a62e-a027a83abe80 · outbound

This paper cites Theory is all you need: Ai, human cognition, and causal reasoning.

LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Theory is all you need: Ai, human cognition, and causal reasoning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:29:07.717436Z

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.

Pith citing papers

Observation b46d95e8-fbb9-4dae-9cdf-216fca7243c3 · inbound

Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation cites this paper.

Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:58:26.567436Z

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.

Observation d7beb7d7-9f40-4853-901b-8f4915002891 · inbound

XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration cites this paper.

XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:44:55.097692Z

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.

Observation 60bd406f-dec0-4d74-b55c-44969e5dc4f0 · inbound

AI Scientists Fail Without Strong Implementation Capability cites this paper.

AI Scientists Fail Without Strong Implementation Capability LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:49:02.277328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4686a500-dbe1-492b-bf75-51ce487db890 · inbound

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications cites this paper.

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:16.672325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718be147-bc06-4eac-b99a-ba66c15f3b85 · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 259

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.816899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2005d37-2377-4267-95b5-1c6f167145a2 · 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 LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:17:06.254465Z

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.

Observation 3be42d14-8a63-4eda-b674-a8bacdd65cae · inbound

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

AI for Auto-Research: Roadmap & User Guide LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:33:12.681663Z

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.

Observation 89ed8df9-1480-4574-bae0-b29eaf51b737 · inbound

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

AI for Auto-Research: Roadmap & User Guide LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:34.486315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e4922f1-751a-46ec-8ea6-97f0d388b4b6 · inbound

Emergent Languages in Populations of Language Model Agents: From Token Efficiency to Oversight Evasion cites this paper.

Emergent Languages in Populations of Language Model Agents: From Token Efficiency to Oversight Evasion LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.642818Z

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.

Observation e16f1968-e47d-4c0f-ba32-a2ac2bd8fcdb · inbound

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

Measuring the Gap Between Human and LLM Research Ideas LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:26:56.068885Z

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.