Paper Citation Record · LEDGER

State-Inference-Based Prompting for Natural Language Trading with Game NPCs

As of 9 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.

pith.paper-citation-record.v1
2507.07203 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:52:41.868076Z

measured 35 of 35 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

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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.