Paper Citation Record · LEDGER

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2506.02827.

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

pith.paper-citation-record.v1
2506.02827 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:19:16.563074Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

32 of 32 outbound references displayed

verified exact5
verified fuzzy1
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc72b8da-4c57-410b-9e91-4b5b1a590274 · outbound

This paper cites Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:19:17.984065Z

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 7044c750-ade0-4071-8dd2-0d540d2b14d4 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:20.308775Z

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 f3aa0371-3a0d-4713-96b2-8c3b653ed9fc · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Constitutional AI: Harmlessness from AI Feedback

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:13.092259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6cdcb03-1ae5-4073-bb21-37df4ea3279e · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:20.060092Z

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 fff77f35-c41f-4fa2-95fc-ab352d757119 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:13.318632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2e47c5-3824-4a86-b442-3a1686991df5 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:13.422402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86759f20-bd6b-4c82-b319-6cb6f0bc5fa3 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:19.871024Z

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 e80cc735-5fcd-411c-bbba-bbc02ab2ccc8 · outbound

This paper cites Social Contract AI: Aligning AI Assistants with Implicit Group Norms.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Social Contract AI: Aligning AI Assistants with Implicit Group Norms

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:13.700458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a1bd863-b567-4618-ae8b-86ea61591296 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:19.668407Z

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 4484bb2c-6c2e-4a46-b02f-c6971dc88dac · outbound

This paper cites Bayesian Preference Elicitation with Language Models.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Bayesian Preference Elicitation with Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:13.967381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c38c8a51-1e52-453f-a2e1-b079db985f32 · outbound

This paper cites Zero-Shot Goal-Directed Dialogue via RL on Imagined Conversations.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Zero-Shot Goal-Directed Dialogue via RL on Imagined Conversations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:14.095697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0078d6f6-4f68-4828-b932-b64d89fb0bef · outbound

This paper cites V-STaR: Training Verifiers for Self-Taught Reasoners.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference V-STaR: Training Verifiers for Self-Taught Reasoners

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:14.224976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f2d6164-6acf-4a93-8cb4-bfdaec734e45 · outbound

This paper cites SDPO: Segment-Level Direct Preference Optimization for Social Agents.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference SDPO: Segment-Level Direct Preference Optimization for Social Agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:14.355620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe0e680d-4873-48de-b4c6-af134e1e02c2 · outbound

This paper cites Li, Alex Tamkin, Noah Goodman, and Jacob Andreas.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Li, Alex Tamkin, Noah Goodman, and Jacob Andreas

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:19.443327Z

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 ad35796a-6ee9-40ce-991f-3a9e2078c168 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:14.596275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e5b94bc-7625-48d3-ac9b-7745132ee9f4 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:19.195606Z

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 11500a8c-91fb-47b0-9a3d-a4b0d43e6421 · outbound

This paper cites Few-Shot Bot: Prompt-Based Learning for Dialogue Systems.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Few-Shot Bot: Prompt-Based Learning for Dialogue Systems

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:19:17.673341Z

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 a76f104d-2967-4997-a2aa-cbcf4609dffa · outbound

This paper cites Language Models are Few-Shot Learners.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Language Models are Few-Shot Learners

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:14.943544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 018bc8f6-8d3f-4729-9ef8-7942247375bd · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:18.929721Z

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 53017e5e-2fa2-4134-b9c6-50826172bafc · outbound

This paper cites PRODIGy: a PROfile-based DIalogue Generation dataset.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference PRODIGy: a PROfile-based DIalogue Generation dataset

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:19:17.442018Z

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 9ce364a4-46e2-421b-bbd1-0907756961f3 · outbound

This paper cites Active Preference Inference using Language Models and Probabilistic Reasoning.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Active Preference Inference using Language Models and Probabilistic Reasoning

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:19:17.161364Z

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 407d36fb-3a33-45aa-9703-da29f738cf9b · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:15.376212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c475c6-4ec6-4985-9a3e-1f9cd96dd57a · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:18.708167Z

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 2fa59a05-ff82-487a-b707-c4ba7e5f0bca · outbound

This paper cites Direct Multi-Turn Preference Optimization for Language Agents.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Direct Multi-Turn Preference Optimization for Language Agents

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:19:16.867993Z

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 ded4a3aa-8da1-4039-b8bd-8f75dbee4a2b · outbound

This paper cites Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:15.745703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b0e522-5176-417d-8567-7ed0815092dd · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:18.474978Z

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 cbdf4996-88d3-4ec6-b6c0-57263cea18ea · outbound

This paper cites Prompt Engineering for Healthcare: Methodologies and Applications.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Prompt Engineering for Healthcare: Methodologies and Applications

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:15.968117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c99cda31-dd6a-4573-8db4-0e9be7f2a054 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:18.212851Z

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 4aed9422-a8e7-452f-9dbc-7113e0275665 · outbound

This paper cites Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:16.215687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f2d9c72-88d5-4208-b616-4c878a0dc1c6 · outbound

This paper cites an unresolved cited work.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:16.366707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97cc66a8-d9a6-4530-afce-22d756798de1 · outbound

This paper cites online" 'onlinestring :=.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference online" 'onlinestring :=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:16.482197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ca6cf7-b5a4-4a1b-b2c9-511f6f036c4c · outbound

This paper cites write newline.

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:16.563074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.