Paper Citation Record · LEDGER

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist"

As of 17 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2412.15242.

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

pith.paper-citation-record.v1
2412.15242 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:25:56.051208Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T02:57:37.873567Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T02:57:38.589479Z

Reference resolution

23 of 23 outbound references displayed

verified exact1
verified fuzzy2
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96245de1-7b0e-4223-8ccd-b0185e5bbe4f · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:55.863776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f8c709-8c47-4fd1-9339-454fc9d2143a · outbound

This paper cites write newline.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:55.871768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0682ddea-f4b0-42b1-a858-3989804db582 · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.719389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d39d7a21-f908-4047-8ed5-e09550fded4e · outbound

This paper cites Graph of Thoughts: Solving Elaborate Problems with Large Language Models.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:55.888722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f453a22c-6776-4d7f-be79-beeb3aae3237 · outbound

This paper cites RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:55.896315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec654e55-945d-4366-a257-e53346503bea · outbound

This paper cites Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:55.905638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72121f8a-9f73-4790-a643-e065af828ff0 · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.686599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e84bc55b-322f-4be3-bc65-c958c1fa37fe · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.651989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6a7783f6-f478-4037-9fc6-cff1c0755d33 · outbound

This paper cites H.; and Chua, T.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" H.; and Chua, T

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:25:56.630194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b23126c9-9a2a-46cf-9962-4f1c316b30d1 · outbound

This paper cites Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:55.936094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06fc6e5e-0bab-4ef8-83aa-fc42a5cd5144 · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.604133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 40798c5f-8c1a-418c-9215-21b808a98f8f · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.581972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 70e830c5-6ef1-4307-bc43-a059ef4a6349 · outbound

This paper cites Behavior Trees Enable Structured Programming of Language Model Agents.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Behavior Trees Enable Structured Programming of Language Model Agents

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:25:56.211377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 09f2c1dc-1c08-45fa-81fe-0b25e20cea46 · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.561824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f2662f8b-e226-4041-a2dc-f4fb839f6bdd · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.514984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e4425331-5c70-428b-9173-1791a786dc22 · outbound

This paper cites C.; Stirman, S.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" C.; Stirman, S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:25:56.494187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e4d30fa5-e7e9-434a-9a56-29d0f19dc1b3 · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.473354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ba1bee10-0d22-47d5-9f0c-28ecdf035153 · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.430924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a09d0297-ab2a-44ff-85a6-277cd047a52e · outbound

This paper cites Proactive Human-Machine Conversation with Explicit Conversation Goals.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Proactive Human-Machine Conversation with Explicit Conversation Goals

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:56.012038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4964f7d4-4720-4377-bcbb-d8f5d1b80bdd · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.384762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a57c9b24-270a-431f-a2a6-c794e5697614 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:56.029587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8abf86c-28bb-4b80-8771-ebb4e97805cb · outbound

This paper cites an unresolved cited work.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:25:56.352079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d00ae603-1dcd-4fee-9849-3bd50b02077d · outbound

This paper cites Building Emotional Support Chatbots in the Era of LLMs.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Building Emotional Support Chatbots in the Era of LLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:56.051208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fc4b5276-21b4-4975-9d99-cc3bacfbe1f1 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist"

Reference 167

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:57:38.591131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.