Paper Citation Record · LEDGER

Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2406.15951.

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

pith.paper-citation-record.v1
2406.15951 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 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 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:31:40.388320Z

measured 1 of 1 external citation measurements

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

Source: pith, 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

3736
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 405a95d1-d3ef-4672-8e01-4f25dd67c29d · inbound

OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models cites this paper.

OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:40.388320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a19bad3-8060-4924-8dff-4681176a11e5 · inbound

Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise cites this paper.

Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:22.397902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fb81ef7-e6a6-46a4-ad1d-abae44046610 · inbound

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead cites this paper.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.263197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2ae86fa-fc0e-4e73-8e38-5b65b51f70fe · inbound

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration cites this paper.

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:14.722535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62cfc9c8-6a77-45ce-9136-e555f92dca6e · inbound

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs cites this paper.

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:58.398205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ae9c0cd-c02b-4eb1-b8f0-1aa1f2c0bfe4 · inbound

The Pluralistic Moral Gap: Understanding Judgment and Value Differences between Humans and Large Language Models cites this paper.

The Pluralistic Moral Gap: Understanding Judgment and Value Differences between Humans and Large Language Models Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:13.246016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa047bd0-bc4a-4dd8-949e-c4162b4ae2be · inbound

Epistemic diversity across language models mitigates knowledge collapse cites this paper.

Epistemic diversity across language models mitigates knowledge collapse Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T15:57:14.656637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02cb6ca0-1523-402e-a656-516f57983bb5 · inbound

Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization cites this paper.

Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:46:16.587771Z

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 c0b893e7-f14a-4d76-babf-a1e9f2d971a2 · inbound

Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization cites this paper.

Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T16:39:51.063830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65efb6cc-8622-44a4-ad58-400d37acc51c · inbound

From Sycophantic Consensus to Pluralistic Repair: Why AI Alignment Must Surface Disagreement cites this paper.

From Sycophantic Consensus to Pluralistic Repair: Why AI Alignment Must Surface Disagreement Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:35:03.009895Z

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 29f47c24-930e-47fa-a29f-8af8b2344972 · inbound

Spectral Souping: A Unified Framework for Online Preference Alignment cites this paper.

Spectral Souping: A Unified Framework for Online Preference Alignment Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:59:50.941111Z

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 965037bf-2da7-4464-b0fd-91614cc9729f · inbound

PLURAL: A Global Dataset for Value Alignment cites this paper.

PLURAL: A Global Dataset for Value Alignment Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-10T01:26:43.091928Z

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.