Paper Citation Record · LEDGER

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2509.08847.

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

pith.paper-citation-record.v1
2509.08847 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:54:27.219540Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

19 of 19 outbound references displayed

verified exact2
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 601378e9-9170-4613-bda1-775a78752830 · outbound

This paper cites GPT for Games: A Scoping Review (2020-2023).

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs GPT for Games: A Scoping Review (2020-2023)

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:54:27.631182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation df634d46-f4a8-4690-a019-3f9cc586a6b9 · outbound

This paper cites Large language models and games: A survey and roadmap,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Large language models and games: A survey and roadmap,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:29.022129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f450444f-b0f3-4950-8878-32d8992624dd · outbound

This paper cites Gavel: Generating games via evolution and language models,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Gavel: Generating games via evolution and language models,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:28.912266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd665491-eb33-407c-a7d0-7508514c487e · outbound

This paper cites A Survey on Large Language Model-Based Game Agents.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs A Survey on Large Language Model-Based Game Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T23:54:26.138664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 329b4f62-dff8-4188-9e28-5e031643e1f9 · outbound

This paper cites PCGRL: Procedural Content Generation via Reinforcement Learning.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs PCGRL: Procedural Content Generation via Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T23:54:26.238255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55207d5a-87a0-42ba-b492-73abf76da459 · outbound

This paper cites GameGPT: Multi-agent Collaborative Framework for Game Development.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs GameGPT: Multi-agent Collaborative Framework for Game Development

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T23:54:26.314854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa0313e9-4de2-4bac-a282-4f10b8ff5aee · outbound

This paper cites Iterative Experience Refinement of Software-Developing Agents.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Iterative Experience Refinement of Software-Developing Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T23:54:26.362195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c9830c-58b1-48d1-b919-5eba0c9043cf · outbound

This paper cites Advanced ai mechanics in unity 3d for immersive gameplay: A study on finite state machines & artificial intelligence,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Advanced ai mechanics in unity 3d for immersive gameplay: A study on finite state machines & artificial intelligence,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:28.757031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7175015-75bb-4e7d-a8e7-694ed60ae2bf · outbound

This paper cites Grammar-based game description gen- eration using large language models,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Grammar-based game description gen- eration using large language models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:28.605783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b96304a7-401b-49cd-a045-0326dae3a47a · outbound

This paper cites Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T23:54:26.584615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b989d33-3141-4530-bc76-139802a01045 · outbound

This paper cites Game design document resources,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Game design document resources,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:28.504066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2c803a6-5393-412c-85bb-57d669b4d000 · outbound

This paper cites Game design documents archive,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Game design documents archive,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:28.397337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 11c3be55-72ac-44da-95b0-6a093344a88c · outbound

This paper cites Game designs by al lowe,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Game designs by al lowe,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:28.293359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 08245c6b-bde7-435c-83f3-7530d0ea9d1e · outbound

This paper cites The big list of game design,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs The big list of game design,

Reference 14

Resolution: verified exact; raw_fallback, observed 2026-08-04T23:54:27.441088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef59378b-29be-474a-a4d0-e1347fa4d07d · outbound

This paper cites Real-game-design-documents-with-ai-generated-code- pairs,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Real-game-design-documents-with-ai-generated-code- pairs,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:28.185568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e816113f-1719-46f1-b03a-068181373a9a · outbound

This paper cites Game development dataset collection,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Game development dataset collection,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:28.080112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d8ddf1cf-acc5-4318-8b93-f20ea719f142 · outbound

This paper cites Mix and jam youtube channel,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Mix and jam youtube channel,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:27.978371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c189d23-d313-4bc8-a64f-42e6ecdeeb18 · outbound

This paper cites Unity-engine-csharp-code-and-game- design-document-code-pairs-mix-and-jam,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs Unity-engine-csharp-code-and-game- design-document-code-pairs-mix-and-jam,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:27.867736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5faa4f39-1778-4d2f-9782-7297a1a0a517 · outbound

This paper cites llama3-unity-gdd-finetuned: A fine-tuned llama 3 model for unity game design document generation,.

Automated Unity Game Template Generation from GDDs via NLP and Multi-Modal LLMs llama3-unity-gdd-finetuned: A fine-tuned llama 3 model for unity game design document generation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:54:27.746787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.