Paper Citation Record · LEDGER

Opportunities and Risks of LLMs for Scalable Deliberation with Polis

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2306.11932.

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

pith.paper-citation-record.v1
2306.11932 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:52:12.037329Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

20
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f84d0d52-15a3-4894-99f6-4a2133998008 · inbound

AI and the Future of Digital Public Squares cites this paper.

AI and the Future of Digital Public Squares Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.590717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caa45cf3-25c1-4230-ab78-05dffc1cf89e · inbound

Emergence of human-like polarization among large language model agents cites this paper.

Emergence of human-like polarization among large language model agents Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T21:20:27.591512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85fde86e-71ca-44b7-a7fc-7d96974feeaa · inbound

Designing for Constructive Civic Communication: A Framework for Human-AI Collaboration in Community Engagement Processes cites this paper.

Designing for Constructive Civic Communication: A Framework for Human-AI Collaboration in Community Engagement Processes Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:12.037329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d88ee62-a01e-4cc1-bfb7-c8fac187680b · inbound

Generative Social Choice: The Next Generation cites this paper.

Generative Social Choice: The Next Generation Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:02.168297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e44ba3-babd-452d-bc9c-80e0e2f93787 · inbound

Knowledge-guided Contextual Gene Set Analysis Using Large Language Models cites this paper.

Knowledge-guided Contextual Gene Set Analysis Using Large Language Models Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:07.101720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0a5d03-e49a-4bd1-9a05-89cdb98cbc27 · inbound

Of the People, By the Algorithm: How AI Transforms Democratic Representation cites this paper.

Of the People, By the Algorithm: How AI Transforms Democratic Representation Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 170

Resolution: unresolved; no resolver link, observed 2026-08-05T16:02:58.142415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa024dee-1caa-46a8-997d-4e87368f98f7 · inbound

Question the Questions: Auditing Representation in Online Deliberative Processes cites this paper.

Question the Questions: Auditing Representation in Online Deliberative Processes Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:50:33.124776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2e3c3266-70f5-48dd-a007-31b307adb15f · inbound

Agora: Teaching the Skill of Consensus-Finding with AI Personas Grounded in Human Voice cites this paper.

Agora: Teaching the Skill of Consensus-Finding with AI Personas Grounded in Human Voice Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:40:04.298193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e81d0ae0-f163-4887-b8dc-ce2750ce78c6 · inbound

AI and Collective Decisions: Strengthening Legitimacy and Losers' Consent cites this paper.

AI and Collective Decisions: Strengthening Legitimacy and Losers' Consent Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:20:47.414758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6ac24d86-c3bc-476c-a266-e39dd7773336 · inbound

"Taking Stock at FAccT": Using Participatory Design to Co-Create a Vision for the Fairness, Accountability and Transparency Community cites this paper.

"Taking Stock at FAccT": Using Participatory Design to Co-Create a Vision for the Fairness, Accountability and Transparency Community Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:37:04.812063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 84f533ed-610f-4f17-b945-e0cfa8a7bbc7 · inbound

Embeddings for Preferences, Not Semantics cites this paper.

Embeddings for Preferences, Not Semantics Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:56:31.479843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 31eb7ac8-5657-4f03-bd4b-d90f8cb9be37 · inbound

Real-Time Group Dynamics with LLM Facilitation: Evidence from a Charity Allocation Task cites this paper.

Real-Time Group Dynamics with LLM Facilitation: Evidence from a Charity Allocation Task Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:53:29.045525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 59a6658a-d387-4bdd-9c13-a26d561d2dea · inbound

Real-Time Group Dynamics with LLM Facilitation: Evidence from a Charity Allocation Task cites this paper.

Real-Time Group Dynamics with LLM Facilitation: Evidence from a Charity Allocation Task Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:15:04.260041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 73a90b88-7f22-44cb-b412-5d0ab73dc812 · inbound

Efficient Elicitation of Collective Disagreements cites this paper.

Efficient Elicitation of Collective Disagreements Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:23:05.605981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 02c27bc4-c3a6-4ee2-9116-c628d4255a9d · inbound

Guided Sensemaking: Agents in Collaborative Deliberation cites this paper.

Guided Sensemaking: Agents in Collaborative Deliberation Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:06:24.031003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 51c06c39-fe10-4010-b828-abf60b39ec95 · inbound

Large Language Models are Perplexed by some Political Parties cites this paper.

Large Language Models are Perplexed by some Political Parties Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-28T02:11:29.287680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5c5ce8d-69f2-42d0-9897-4637f61c3a76 · inbound

Structure Before Collapse: Transient semantic geometry in next-token prediction cites this paper.

Structure Before Collapse: Transient semantic geometry in next-token prediction Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 85

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:29:51.036355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d044a41-fa5b-4c95-bf03-dffa8d008787 · inbound

A Roadmap to Impactful Pluralistic Alignment Research cites this paper.

A Roadmap to Impactful Pluralistic Alignment Research Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 131

Resolution: unresolved; no resolver link, observed 2026-08-01T05:14:32.883210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.