Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:52:41.868076Z
Paper Citation Record · LEDGER
State-Inference-Based Prompting for Natural Language Trading with Game NPCs
As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2507.07203.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
35 of 35 outbound references displayed
- verified exact3
- verified fuzzy20
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2d50a4f9-852d-493b-ab9e-6fe78214354f · outbound
This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:52:41.771181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c3f146e-600f-4bcf-98bf-83094cb734b2 · outbound
This paper cites Procedural Content Generation in Games: A Survey with Insights on Emerging LLM Integration.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Procedural Content Generation in Games: A Survey with Insights on Emerging LLM Integration
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:52:41.774003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b805161f-f97d-428c-89eb-2094bdef2322 · outbound
This paper cites Generative Agents: Interactive Simulacra of Human Behavior.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Generative Agents: Interactive Simulacra of Human Behavior
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:52:41.776264Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbb851f2-35bb-4409-82e4-4e2c78fef742 · outbound
This paper cites LLM-Driven NPCs: Cross-Platform Dialogue System for Games and Social Platforms.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs LLM-Driven NPCs: Cross-Platform Dialogue System for Games and Social Platforms
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:52:42.223958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39046e7d-9621-4f1a-8831-0c87cba2f388 · outbound
This paper cites OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:52:41.782189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b251dbb-b21d-4b48-99be-5736ba38d788 · outbound
This paper cites A quest for information: Enhancing game-based learning with LLM-Driven NPCs.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs A quest for information: Enhancing game-based learning with LLM-Driven NPCs
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.396696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eacd9491-ba29-4ae1-883c-37a706f7b10b · outbound
This paper cites an unresolved cited work.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:52:42.390284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 17b9c1dd-f5b5-4219-a684-db2344359c89 · outbound
This paper cites Digital Player: Evaluating Large Language Models based Human-like Agent in Games.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Digital Player: Evaluating Large Language Models based Human-like Agent in Games
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:52:41.792894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b77faef4-ad95-4b08-a054-068cfcde1e7a · outbound
This paper cites Magical Mike Senpai, Here My Spell Is.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Magical Mike Senpai, Here My Spell Is
Reference 9
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T18:52:42.201832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 59e6bf82-4660-4a2c-9475-f940d4502cb0 · outbound
This paper cites Uncover The Smoking Gun.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Uncover The Smoking Gun
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:52:41.799967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e0bb292-f9bb-424f-a6a4-66c57b976214 · outbound
This paper cites SmartJoy in inZOI: LLM-based Live Simulation Engine.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs SmartJoy in inZOI: LLM-based Live Simulation Engine
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.384200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2062832f-dbf6-4364-9295-47e7c66aff2a · outbound
This paper cites Leveraging Large Language Models for Active Merchant Non-player Characters.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Leveraging Large Language Models for Active Merchant Non-player Characters
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:52:41.978409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation de55d274-6c0b-4198-a6ce-f6c3a24a1221 · outbound
This paper cites RPGBENCH: Evaluating Large Language Models as Role-Playing Game Engines.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs RPGBENCH: Evaluating Large Language Models as Role-Playing Game Engines
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:52:41.807437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e71b6ce6-9f83-43f6-a0e7-4a3eb4f5e25d · outbound
This paper cites The effect of llm-based npc emotional states on player emotions: An analysis of interactive game play.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs The effect of llm-based npc emotional states on player emotions: An analysis of interactive game play
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.377616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 30d588d6-5ba4-4419-8ab2-2a641d714db5 · outbound
This paper cites Exploring presence in interactions with llm-driven npcs: A comparative study of speech recognition and dialogue options.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Exploring presence in interactions with llm-driven npcs: A comparative study of speech recognition and dialogue options
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.371121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0d1b1c9b-5d32-4426-8e8f-24b0c58a1bef · outbound
This paper cites LLM-Stakeholders Interactive Negotiation: A Benchmark for Cooperation, Competition, and Maliciousness.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs LLM-Stakeholders Interactive Negotiation: A Benchmark for Cooperation, Competition, and Maliciousness
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.364890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a7094ab-9989-4c68-921d-3e15346886ca · outbound
This paper cites AgreeMate: Teaching LLMs to Haggle.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs AgreeMate: Teaching LLMs to Haggle
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:52:41.819356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62717641-974b-46c0-b683-f89b0050ede6 · outbound
This paper cites item_id",.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs item_id",
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.358539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c30c820d-3a54-42c7-af35-353cce6f5aed · outbound
This paper cites - Trading proposals are absolutely prohibited in this context.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs - Trading proposals are absolutely prohibited in this context
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.352407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aa41cbda-c631-45d2-a39a-b3a1c9215e0c · outbound
This paper cites an unresolved cited work.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:52:42.346520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a7fe3cf-c03b-417c-9c47-ae3560dcf84f · outbound
This paper cites </CONTEXT_GUIDELINES> <TRADE_GUIDELINES> - In trading context, strictly follow the following trade flow.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs </CONTEXT_GUIDELINES> <TRADE_GUIDELINES> - In trading context, strictly follow the following trade flow
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.340791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e6c3194-6770-447b-9a1c-2f9937843e61 · outbound
This paper cites Here are sturdy ropes, health potions, etc.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Here are sturdy ropes, health potions, etc
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.334081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 30f2a2f6-3363-49f9-9c3c-c4b71b0de86d · outbound
This paper cites __PRICE__.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs __PRICE__
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.327500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef240d36-373f-4a1f-aa1d-ed8ae8f0b3ba · outbound
This paper cites - Respond with {character_name}’s final selling price as sale_price.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs - Respond with {character_name}’s final selling price as sale_price
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.321121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0408efb0-869d-42ce-97fd-db4ac574efa3 · outbound
This paper cites So, will you buy it?.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs So, will you buy it?
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.314764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 056ee307-a3fe-48e8-b441-4468c7305db3 · outbound
This paper cites Yes, let’s proceed with the trade.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Yes, let’s proceed with the trade
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.308593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2651e9a9-0c55-42d9-bf9e-0ac129596824 · outbound
This paper cites an unresolved cited work.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:52:42.302002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4d9bae88-2c80-4d4c-b52b-1314c93791fa · outbound
This paper cites an unresolved cited work.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:52:42.295853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c09e8bb3-8952-4325-909d-c1fc39a7b7db · outbound
This paper cites NONE", "TRADE.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs NONE", "TRADE
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.289681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 779d8d56-d686-4ffd-8143-f97728597124 · outbound
This paper cites SHOW_INVENTORY.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs SHOW_INVENTORY
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.283294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9ce0f56a-592a-403b-9bdf-d1ad97fc2d35 · outbound
This paper cites item_id",.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs item_id",
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.276394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e21f9ac-cc3a-4fe8-ada5-a309902905e3 · outbound
This paper cites Try price negotiation.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Try price negotiation
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.269876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00822f61-2b88-4e5a-bd99-2d794f2cd4a6 · outbound
This paper cites Termination Conditions: If <DIALOGUE_HISTORY>contains CONFIRM_SELL or END_CONVERSATION, your next output must be “End".
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Termination Conditions: If <DIALOGUE_HISTORY>contains CONFIRM_SELL or END_CONVERSATION, your next output must be “End"
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.263258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 61252421-9693-4eb7-994e-08dbf5d672b1 · outbound
This paper cites Ask detailed questions about the price, performance, usage methods, etc.
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Ask detailed questions about the price, performance, usage methods, etc
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.256671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f42cec3f-2f3b-4c03-bbc3-7f308cf16d88 · outbound
This paper cites Termination Conditions: If <DIALOGUE_HISTORY>contains CONFIRM_SELL or END_CONVERSATION, your next output must be “End".
State-Inference-Based Prompting for Natural Language Trading with Game NPCs Termination Conditions: If <DIALOGUE_HISTORY>contains CONFIRM_SELL or END_CONVERSATION, your next output must be “End"
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:52:42.249693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.