Pith. sign in

Paper Citation Record · LEDGER

Multiple LLM Agents Debate for Equitable Cultural Alignment

As of 7 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2505.24671.

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

pith.paper-citation-record.v1
2505.24671 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:21:56.219139Z

measured 20 of 20 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:04.684262Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T11:38:04.963484Z

Reference resolution

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved14
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5bedf5b-c10a-4ee2-b694-97a5d677734a · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

Multiple LLM Agents Debate for Equitable Cultural Alignment Yi: Open Foundation Models by 01.AI

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:53.586683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:53.586683Z digest=sha256:b963b92e01fbd4d94fddbdfa7191799e52b30cc25861746b06a083edad84db58

Observation 25915507-33aa-4538-a3c1-36732e6ac152 · outbound

This paper cites an unresolved cited work.

Multiple LLM Agents Debate for Equitable Cultural Alignment Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:21:57.797135Z

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.

source=pdf_text observed=2026-08-07T12:21:55.821817Z digest=sha256:bcd1bbaa4a2badd4c6b9d0f51a46b18f8d23a715694519068b36aedc53736459

Observation ba0c5355-1414-4034-a2e5-ecec4a0312e8 · outbound

This paper cites an unresolved cited work.

Multiple LLM Agents Debate for Equitable Cultural Alignment Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:21:57.480182Z

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.

source=pdf_text observed=2026-08-07T12:21:55.931886Z digest=sha256:2386a04cde124dd3af62c3779f0e5ed8b3b08625d56badcbb025f2281f485754

Observation 7efbd428-f3ed-46b1-9c60-30ab229c9533 · outbound

This paper cites Language Model Alignment in Multilingual Trolley Problems.

Multiple LLM Agents Debate for Equitable Cultural Alignment Language Model Alignment in Multilingual Trolley Problems

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:54.097853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:54.097853Z digest=sha256:d0ece073889698cc287c84f252837d4e0e5220371c1990e13da70e5d8a9e8cae

Observation fbbf3c2c-27c9-4d1f-9822-bfe8621e8663 · outbound

This paper cites GPT-4 Technical Report.

Multiple LLM Agents Debate for Equitable Cultural Alignment GPT-4 Technical Report

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:54.285074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:54.285074Z digest=sha256:2e5b14023bc013b9791db0b1f99b25b0a23310be30fcf1492435dfbacd94fb17

Observation 92125ef3-bd5e-40a7-b746-a43705a919de · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Multiple LLM Agents Debate for Equitable Cultural Alignment Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:54.467795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:54.467795Z digest=sha256:3312e7441edfb75ae50fabd8d872f57691c9b4a09d18796fba3c8ef4fad9c555

Observation 2d8e674c-735e-4ce5-ab5e-0983b7c8c09a · outbound

This paper cites an unresolved cited work.

Multiple LLM Agents Debate for Equitable Cultural Alignment Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:21:58.628991Z

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.

source=pdf_text observed=2026-08-07T12:21:54.653407Z digest=sha256:3d70d3ab8daac123cde74cfbbf085a2a695e5fe13d819b410fc8f4e2a9d913df

Observation a112da05-fecd-4371-988e-8a932b840808 · outbound

This paper cites In Proceedings of the 62nd Annual Meeting of the As- sociation for Computational Linguistics (V olume 1: Long Papers), pages 6349–6384, Bangkok, Thailand.

Multiple LLM Agents Debate for Equitable Cultural Alignment In Proceedings of the 62nd Annual Meeting of the As- sociation for Computational Linguistics (V olume 1: Long Papers), pages 6349–6384, Bangkok, Thailand

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:21:58.436398Z

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.

source=pdf_text observed=2026-08-07T12:21:54.992307Z digest=sha256:d1cd597a219946fad5f660ce05d5b5ad06a6cd15aae2da7c056d166ed376a496

Observation 28cb44e9-df03-4d38-a264-7a803499627d · outbound

This paper cites Self-Pluralising Culture Alignment for Large Language Models.

Multiple LLM Agents Debate for Equitable Cultural Alignment Self-Pluralising Culture Alignment for Large Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:55.137639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:55.137639Z digest=sha256:8141203b753e0bfd70314fc5cabc3dd2c5ce884df8d2c1e991f951f956b33035

Observation 2eb11678-3d37-4ff4-9638-c9a4109c2b35 · outbound

This paper cites SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages.

Multiple LLM Agents Debate for Equitable Cultural Alignment SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:55.274649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:55.274649Z digest=sha256:f6d390c8228d676dbbadf151afaf687aaac8d05e1e662c4a88c2d5edb6e97464

Observation 8f51c525-ca57-4ffe-be82-5dff7cc0d67a · outbound

This paper cites an unresolved cited work.

Multiple LLM Agents Debate for Equitable Cultural Alignment Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:21:58.054926Z

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.

source=pdf_text observed=2026-08-07T12:21:55.688749Z digest=sha256:708e230fadc2d1099a3b4f0148c9e1fcd48f37be31840fb81b3eebd913a3ff64

Observation 8ba99c74-815f-4bd3-be78-6d86f45f1c16 · outbound

This paper cites an unresolved cited work.

Multiple LLM Agents Debate for Equitable Cultural Alignment Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:21:57.233144Z

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.

source=pdf_text observed=2026-08-07T12:21:56.061791Z digest=sha256:6a9ffd1dbcf3967eba91b03d896b212a5c58d122595ab44b14906e3b4ef7cd0f

Observation 114a7345-a159-40f4-b306-439ad6de920a · outbound

This paper cites Yes” ( conformations) and worst at “Neither.

Multiple LLM Agents Debate for Equitable Cultural Alignment Yes” ( conformations) and worst at “Neither

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:21:58.208126Z

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.

source=pdf_text observed=2026-08-07T12:21:55.413488Z digest=sha256:3bb2c9d83376da0f732e844dacb5fc0197481d9789c8135be3504b6f0d2ee9fe

Observation 882d0a3c-523d-4518-b42f-b72bca9be6ff · outbound

This paper cites Neither.

Multiple LLM Agents Debate for Equitable Cultural Alignment Neither

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:21:57.018188Z

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.

source=pdf_text observed=2026-08-07T12:21:56.219139Z digest=sha256:0a3f8a1b8008c7969d6ca1605ca07a9f4235649670970911e6eba9f95c9ad3f5

Observation 467087f2-0dcc-4d51-b33f-422873e267cb · outbound

This paper cites Cor- rect.

Multiple LLM Agents Debate for Equitable Cultural Alignment Cor- rect

Reference 20

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T12:21:56.585715Z

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.

source=pdf_text observed=2026-08-07T12:21:55.565610Z digest=sha256:e13c6ee836e84f67261c79b8b6073fcc3d496e7086accdbf7e308aca80100579

Observation be523434-e190-4bf6-b32e-1bb692453dac · outbound

This paper cites AI safety via debate.

Multiple LLM Agents Debate for Equitable Cultural Alignment AI safety via debate

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:53.930056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:53.930056Z digest=sha256:5875058a551b5973a0275c1a7c94c4bac5147d859a2da8575d34158d530316b1

Observation eba0cf5b-cde6-4737-af83-af630d26b911 · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Multiple LLM Agents Debate for Equitable Cultural Alignment Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:54.813872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:54.813872Z digest=sha256:5a204fbf26695d6dcb2ed56a97ea4baf4a65c48934e2e7fd0f66ff8b5871dfa8

Observation 50e031df-c595-4d32-975c-de7fde9f4686 · outbound

This paper cites AceGPT, Localizing Large Language Models in Arabic.

Multiple LLM Agents Debate for Equitable Cultural Alignment AceGPT, Localizing Large Language Models in Arabic

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T12:21:53.771939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:53.771939Z digest=sha256:141439833190cc240359190c88b4bd5ca87bff528ad8cd87647e377f2353f08d

Pith citing papers

Observation c6d8687e-f98d-4656-8df9-1b9ba43366a1 · inbound

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives cites this paper.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Multiple LLM Agents Debate for Equitable Cultural Alignment

Reference 181

Resolution
unresolved
no resolver link, observed 2026-08-07T04:46:04.684262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:46:04.684262Z digest=sha256:aecbabff4ae9ad281a00b2ee5aaf9bde4de9f7c590e0875930bc58772c209a66

Observation 416d001c-e5ee-40a2-9fe5-f0628bcba2ac · inbound

Agent-based models for the evolution of morphological alternation patterns cites this paper.

Agent-based models for the evolution of morphological alternation patterns Multiple LLM Agents Debate for Equitable Cultural Alignment

Reference 224

Resolution
verified exact
arxiv_id, observed 2026-07-03T11:38:04.965194Z

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.

source=pdf_text observed=2026-06-27T09:28:13.001163Z digest=sha256:40a65d216ecc4d43c7708415bf5191961505bece8eade39bb3b12b57aa3e9d0a