Paper Citation Record · LEDGER

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties

As of 6 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2510.19299.

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

pith.paper-citation-record.v1
2510.19299 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:45:53.067353Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-02T02:36:20.080842Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:36:26.150930Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4d4766fe-b0f5-4415-b520-17002656ef54 · outbound

This paper cites Using large language models to simulate multiple humans and replicate human subject studies.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Using large language models to simulate multiple humans and replicate human subject studies

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:47.988756Z

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Observation fcf17e92-e496-4118-966d-137cf55c03d5 · outbound

This paper cites Content-based features predict social media influence operations.Science Advances, 6(30):eabb5824, 2020.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Content-based features predict social media influence operations.Science Advances, 6(30):eabb5824, 2020

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:48.095097Z

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Observation 7543bcb6-4748-498f-a613-5b8cd64f3a55 · outbound

This paper cites Out of one, many: Using language models to simulate human samples.Political Analysis, 31(3):337–351, 2023.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Out of one, many: Using language models to simulate human samples.Political Analysis, 31(3):337–351, 2023

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:48.216181Z

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Observation 30ca8fa3-e28a-4e36-9362-ec6336af473f · outbound

This paper cites Can Generative AI improve social science?Proceedings of the National Academy of Sciences, 121(21):e2314021121, 2024.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Can Generative AI improve social science?Proceedings of the National Academy of Sciences, 121(21):e2314021121, 2024

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:48.327634Z

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Observation 6f359bc5-06a4-42ec-83ea-c373af9a7775 · outbound

This paper cites Cambridge University Press, Cambridge, 2016.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Cambridge University Press, Cambridge, 2016

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:48.448552Z

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Observation 2f5a6ad2-a856-4040-a4e1-97f1fd9dc528 · outbound

This paper cites Using cognitive psychology to understand GPT-3.Proceedings of the National Academy of Sciences, 120(6):e2218523120, 2023.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Using cognitive psychology to understand GPT-3.Proceedings of the National Academy of Sciences, 120(6):e2218523120, 2023

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:48.555582Z

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Observation 9a9694d3-5fe5-412f-ab63-d288a19aaccd · outbound

This paper cites Structural holes and good ideas.American Journal of Sociology, 110(2):349–399, 2004.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Structural holes and good ideas.American Journal of Sociology, 110(2):349–399, 2004

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:48.713840Z

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Observation 424ab919-87b0-4e8f-aea6-428159f5083c · outbound

This paper cites PERSONA: A reproducible testbed for pluralistic alignment.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties PERSONA: A reproducible testbed for pluralistic alignment

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:48.890192Z

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Observation fd2015ef-b908-4c04-b585-470ebdf0a3ed · outbound

This paper cites LLMs generate structurally realistic social networks but overestimate political homophily.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties LLMs generate structurally realistic social networks but overestimate political homophily

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:48.992325Z

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Observation c7342502-d0ea-4c47-be3d-8a81688b3657 · outbound

This paper cites The echo chamber effect on social media.Proceedings of the National Academy of Sciences, 118(9):e2023301118, 2021.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties The echo chamber effect on social media.Proceedings of the National Academy of Sciences, 118(9):e2023301118, 2021

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.062278Z

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Observation 4a8becf8-0d7a-4745-8d6d-884b9ff684c0 · outbound

This paper cites Personality structure: Emergence of the five-factor model.Annual Review of Psychology, 41(1):417–440, 1990.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Personality structure: Emergence of the five-factor model.Annual Review of Psychology, 41(1):417–440, 1990

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.128100Z

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Observation 3c8fcae2-3c8c-45df-a3ed-ee6b4e28a7a6 · outbound

This paper cites The mini-IPIP scales: Tiny-yet-effective measures of the Big Five factors of personality.Psychological Assessment, 18(2):192, 2006.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties The mini-IPIP scales: Tiny-yet-effective measures of the Big Five factors of personality.Psychological Assessment, 18(2):192, 2006

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.197890Z

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Observation 589530f7-faaa-4198-8a8b-289d0b833b39 · outbound

This paper cites Community detection in graphs.Physics Reports, 486(3-5):75–174, 2010.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Community detection in graphs.Physics Reports, 486(3-5):75–174, 2010

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.322481Z

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Observation 92623dde-7759-469a-aa88-3679e3594ef9 · outbound

This paper cites Large language models empowered agent-based modeling and simulation: A survey and perspectives.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Large language models empowered agent-based modeling and simulation: A survey and perspectives

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.435115Z

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Observation c7cbd50e-99e8-4431-ab91-ff31804bcc2c · outbound

This paper cites The development of markers for the Big-Five factor structure.Psychological Assessment, 4(1):26, 1992.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties The development of markers for the Big-Five factor structure.Psychological Assessment, 4(1):26, 1992

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.504597Z

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Observation ebea1898-ecd4-450d-a7ce-049383e5df21 · outbound

This paper cites The norm of reciprocity: A preliminary statement.American Sociological Review, pages 161–178, 1960.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties The norm of reciprocity: A preliminary statement.American Sociological Review, pages 161–178, 1960

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.580346Z

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Observation 6db480c0-52b0-4734-aadd-073636d397cb · outbound

This paper cites The strength of weak ties.American Journal of Sociology, 78(6):1360–1380, 1973.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties The strength of weak ties.American Journal of Sociology, 78(6):1360–1380, 1973

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.709592Z

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Observation addb31ba-0713-4602-8430-7bd947119575 · outbound

This paper cites Large Language Model Based Multi-agents: A Survey of Progress and Challenges.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Large Language Model Based Multi-agents: A Survey of Progress and Challenges

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.844818Z

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Observation 09f44887-5bea-4a79-a12f-228671349d7e · outbound

This paper cites Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:49.934039Z

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Observation e469c432-e22e-4f86-9292-8b198f594791 · outbound

This paper cites Social relationships and health.Science, 241(4865):540–545, 1988.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Social relationships and health.Science, 241(4865):540–545, 1988

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.022799Z

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Observation dc41d826-4dcf-4c31-9d58-c845d9c1b0e7 · outbound

This paper cites Evaluating and inducing personality in pre-trained language models.Advances in Neural Information Processing Systems, 36:10622–10643, 2023.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Evaluating and inducing personality in pre-trained language models.Advances in Neural Information Processing Systems, 36:10622–10643, 2023

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.182795Z

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Observation 03fc6048-ff44-4c6d-aaa6-0d791a493df7 · outbound

This paper cites Slipping to the extreme: A mixed method to explain how extreme opinions infiltrate online discussions.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Slipping to the extreme: A mixed method to explain how extreme opinions infiltrate online discussions

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.293490Z

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Observation 5f0a4061-b094-4081-9333-34f00acf711b · outbound

This paper cites Empirical analysis of an evolving social network.Science, 311(5757):88–90, 2006.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Empirical analysis of an evolving social network.Science, 311(5757):88–90, 2006

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.505412Z

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Observation 60103b51-5c9a-4620-ab9e-9881945928e8 · outbound

This paper cites Experimental evidence of massive-scale emo- tional contagion through social networks.Proceedings of the National Academy of Sciences, 111(24):8788– 8790, 2014.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Experimental evidence of massive-scale emo- tional contagion through social networks.Proceedings of the National Academy of Sciences, 111(24):8788– 8790, 2014

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.589480Z

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Observation 7eacbefe-7591-4780-9b3b-49b4b00be52b · outbound

This paper cites CAMEL: Commu- nicative agents for “mind” exploration of large language model society.Advances in Neural Information Processing Systems, 36:51991–52008, 2023.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties CAMEL: Commu- nicative agents for “mind” exploration of large language model society.Advances in Neural Information Processing Systems, 36:51991–52008, 2023

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.669486Z

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Observation b7970aaa-6e2e-446e-9eae-ef09c65f9d5e · outbound

This paper cites Training socially aligned language models on simulated social interactions.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Training socially aligned language models on simulated social interactions

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.748127Z

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Observation 7e55ce9b-77f2-4061-a4fc-563129596476 · outbound

This paper cites Personality trait structure as a human universal.American Psychologist, 52(5):509, 1997.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Personality trait structure as a human universal.American Psychologist, 52(5):509, 1997

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.813460Z

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Observation ae54e846-e041-4bea-aa2e-058b003b912d · outbound

This paper cites A Turing test of whether AI chatbots are behaviorally similar to humans.Proceedings of the National Academy of Sciences, 121(9):e2313925121, 2024.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties A Turing test of whether AI chatbots are behaviorally similar to humans.Proceedings of the National Academy of Sciences, 121(9):e2313925121, 2024

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:50.879364Z

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Observation 4b4418e9-70ec-43df-a6e4-11dfe7ad757d · outbound

This paper cites Social influence bias: A randomized experiment.Science, 341(6146):647–651, 2013.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Social influence bias: A randomized experiment.Science, 341(6146):647–651, 2013

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:51.050010Z

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Observation 7999f2d8-7701-4ddb-a2f7-c69fb9ced4e2 · outbound

This paper cites Assortative mixing in networks.Physical Review Letters, 89(20):208701, 2002.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Assortative mixing in networks.Physical Review Letters, 89(20):208701, 2002

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:51.220437Z

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Observation f4448a13-5a27-43e8-97e8-ddf6caf3e8be · outbound

This paper cites Evolution of indirect reciprocity.Nature, 437(7063):1291–1298, 2005.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Evolution of indirect reciprocity.Nature, 437(7063):1291–1298, 2005

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:51.373806Z

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Observation 7b39f419-d580-48aa-9988-8d0aaa1e26d5 · outbound

This paper cites Structure and tie strengths in mobile communication networks.Proceedings of the National Academy of Sciences, 104(18):7332–7336, 2007.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Structure and tie strengths in mobile communication networks.Proceedings of the National Academy of Sciences, 104(18):7332–7336, 2007

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:51.540072Z

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Observation 8532bb61-2cd6-406a-8b3e-15d7741ce9c6 · outbound

This paper cites Can generative agent-based modeling replicate the friendship paradox in social media simulations? InProceedings of the 17th ACM Web Science Conference 2025, pages 510–515, 2025.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Can generative agent-based modeling replicate the friendship paradox in social media simulations? InProceedings of the 17th ACM Web Science Conference 2025, pages 510–515, 2025

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:51.625678Z

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Observation d3846205-0587-4504-95a2-ee12e3189ee0 · outbound

This paper cites ‘Unethical’ AI research on Reddit under fire.Science, 2025.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties ‘Unethical’ AI research on Reddit under fire.Science, 2025

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:51.683363Z

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Observation 89ec0ee0-74be-448b-9683-45c7b5adc666 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Generative agents: Interactive simulacra of human behavior

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:51.763972Z

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Observation c9f7ed02-4d5a-4177-89b2-ba425fe33212 · outbound

This paper cites On the conversational persuasiveness of GPT-4.Nature Human Behaviour, 2025.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties On the conversational persuasiveness of GPT-4.Nature Human Behaviour, 2025

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:51.862183Z

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Observation 1575f6fa-2149-427a-b483-2cf44696fc1c · outbound

This paper cites The effectiveness of moderating harmful online content.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties The effectiveness of moderating harmful online content

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:52.032043Z

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Observation 72eae4fc-a5aa-4e92-9910-46a69f860351 · outbound

This paper cites Introduction to stochastic actor-based models for network dynamics.Social Networks, 32(1):44–60, 2010.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Introduction to stochastic actor-based models for network dynamics.Social Networks, 32(1):44–60, 2010

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:52.118305Z

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Observation 96273299-00fa-4657-95aa-23dc65f10010 · outbound

This paper cites The spread of true and false news online.Science, 359(6380):1146–1151, 2018.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties The spread of true and false news online.Science, 359(6380):1146–1151, 2018

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:52.284684Z

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Observation 6908606d-6aa7-467a-bbdc-7916f51dd16b · outbound

This paper cites Why people use social media: A uses and gratifications approach.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Why people use social media: A uses and gratifications approach

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:52.427777Z

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Observation cdc25f6d-6ca0-4159-82b7-e2001ee35a8a · outbound

This paper cites AutoGen: Enabling next-gen LLM applications via multi-agent conversations.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties AutoGen: Enabling next-gen LLM applications via multi-agent conversations

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:52.557536Z

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Observation ae6cc65a-a6a5-495b-bf3a-f9eefc0659ab · outbound

This paper cites Behavioral homophily in social media via inverse reinforcement learning: A Reddit case study.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Behavioral homophily in social media via inverse reinforcement learning: A Reddit case study

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T08:45:52.793057Z

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Observation 96d85adf-2e7d-490b-b344-8dc9d4ad15e8 · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties Memorybank: Enhancing large language models with long-term memory

Reference 43

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Observation 327927a3-73c1-42ad-8b5b-8a923db9be96 · outbound

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Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties mention_flag

Reference 44

Resolution: malformed identifier; no resolver link, observed 2026-08-04T08:45:53.067353Z

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Pith citing papers

Observation 76052328-b518-47f3-9602-8f7d2fefaa2e · inbound

From Pre-trained Models to Large Language Models: A Comprehensive Survey of AI-Driven Psychological Computing cites this paper.

From Pre-trained Models to Large Language Models: A Comprehensive Survey of AI-Driven Psychological Computing Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-22T03:23:05.989640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0c19a656-65ca-4da3-886a-d5ef68f8f7c5 · inbound

Emergence of Preferential Attachment and Glass-Ceiling Effects in Autonomous Networks of LLMs cites this paper.

Emergence of Preferential Attachment and Glass-Ceiling Effects in Autonomous Networks of LLMs Learning to Make Friends: Coaching LLM Agents toward Emergent Social Ties

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-22T03:23:05.989640Z

Source-reported events for the cited work

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