Paper Citation Record · LEDGER

Investigating social alignment via mirroring in a system of interacting language models

As of 20 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:2412.06834.

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

pith.paper-citation-record.v1
2412.06834 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:44:35.337044Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:30:02.992667Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:57:16.428825Z

Reference resolution

30 of 30 outbound references displayed

verified exact5
verified fuzzy2
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99534c6d-f44b-4b6a-ac9a-211378af2d54 · outbound

This paper cites online" 'onlinestring :=.

Investigating social alignment via mirroring in a system of interacting language models online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.164680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24c72026-ed9f-4362-9f24-63e2f6b22f84 · outbound

This paper cites write newline.

Investigating social alignment via mirroring in a system of interacting language models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.170495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a61b080c-3f06-4c3f-80dc-9d026c8f7759 · outbound

This paper cites Consistent estimation of generative model representations in the data kernel perspective space.

Investigating social alignment via mirroring in a system of interacting language models Consistent estimation of generative model representations in the data kernel perspective space

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.178901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b26a8a3f-0599-4f16-a4fc-dd243571141a · outbound

This paper cites Arriaga, and Adam Tauman Kalai.

Investigating social alignment via mirroring in a system of interacting language models Arriaga, and Adam Tauman Kalai

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:44:35.772457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9f89030c-a7fd-4bc9-a474-820ebd388b27 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.755800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a6826ff1-926c-4587-976e-1eeab87ef443 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.739048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0d6705d9-2180-46d2-826f-c198fa8a0e4e · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-11T20:44:35.450333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 19a95c5d-ade6-42e4-8b0e-9e308d2224f5 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.222975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b99ed04d-0c74-4a94-a786-8af93ea13b1a · outbound

This paper cites Comparing Foundation Models using Data Kernels.

Investigating social alignment via mirroring in a system of interacting language models Comparing Foundation Models using Data Kernels

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.228003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed96c624-8238-4be1-982f-4aac94d885c7 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-11T20:44:35.425310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 98a1d3da-e1f7-4af4-a13b-46bdb9f4ec44 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Investigating social alignment via mirroring in a system of interacting language models Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.237241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d19913d5-4cca-4062-8843-ebfdf632d008 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-11T20:44:35.410799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 25b426ac-a831-45a3-a3d4-08fa4ad40da9 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.723560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e804f4b2-3f40-43ef-ba55-12a070a152c7 · outbound

This paper cites Statistical inference on black-box generative models in the data kernel perspective space.

Investigating social alignment via mirroring in a system of interacting language models Statistical inference on black-box generative models in the data kernel perspective space

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:44:35.537265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6da0af63-b6df-4493-a9d4-3a1d819d17cf · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.708824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3e9475a9-77e7-4125-865f-8f9be0fbfcce · outbound

This paper cites A Statistical Turing Test for Generative Models.

Investigating social alignment via mirroring in a system of interacting language models A Statistical Turing Test for Generative Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.263396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a39fb465-508a-4964-baec-fbeaaf2bb01a · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.694774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e6552aea-96b0-4cd4-923f-f841bd90a7fa · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.680327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7158a58c-9448-4958-8f55-6deb944ed5d6 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-11T20:44:35.395933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c7b34bea-51a9-496c-accb-07f003e5c025 · outbound

This paper cites Manning, Prabhakar Raghavan, and Hinrich Schütze.

Investigating social alignment via mirroring in a system of interacting language models Manning, Prabhakar Raghavan, and Hinrich Schütze

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.284417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af45185-5685-4ffc-8cd1-c5bccc7ca01d · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.656736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 06c5006e-5904-4afe-94fe-a08d47edb007 · outbound

This paper cites Nomic Embed: Training a Reproducible Long Context Text Embedder.

Investigating social alignment via mirroring in a system of interacting language models Nomic Embed: Training a Reproducible Long Context Text Embedder

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.294906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 106c3548-fcdc-4dfd-997b-30f9ed1036bd · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.300210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1503e09-4095-45d5-9232-c037fc38cf13 · outbound

This paper cites Ransom, Rick Dale, Roger J.

Investigating social alignment via mirroring in a system of interacting language models Ransom, Rick Dale, Roger J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:44:35.632596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ca546b08-462a-40d9-b788-3b6334715f07 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.310609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4d4b31-8389-4d33-9054-1fe27191515f · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Investigating social alignment via mirroring in a system of interacting language models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.315818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55a9380a-1e6b-41f6-9bfa-98e17f125f83 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.616993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bf0db198-a624-4766-af49-fe4b8dec92d8 · outbound

This paper cites Emergent Analogical Reasoning in Large Language Models.

Investigating social alignment via mirroring in a system of interacting language models Emergent Analogical Reasoning in Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.327124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 767b5ec7-a3fd-4791-8809-f6cf67a95069 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:44:35.600998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation aec8cb60-f137-4da7-8a9a-2f2834288406 · outbound

This paper cites an unresolved cited work.

Investigating social alignment via mirroring in a system of interacting language models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T20:44:35.337044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6f3bb376-7cb8-41c3-a165-6468b9f2abc7 · inbound

Gaussian mixture models as a proxy for interacting language models cites this paper.

Gaussian mixture models as a proxy for interacting language models Investigating social alignment via mirroring in a system of interacting language models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:57:16.430500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 81a2ff27-6e50-4f82-9fbe-f02c676a6a4f · inbound

A Persona-based Rate Action Index cites this paper.

A Persona-based Rate Action Index Investigating social alignment via mirroring in a system of interacting language models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T15:30:02.992667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.