Paper Citation Record · LEDGER

Large language models replicate and predict human cooperation across experiments in game theory

As of 12 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 2 inbound Pith citation observations for arXiv:2511.04500.

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

pith.paper-citation-record.v1
2511.04500 v3

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:43:40.710391Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:09:13.299348Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T21:43:18.830162Z

Reference resolution

39 of 39 outbound references displayed

verified exact6
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3dbefcc1-dc04-42cd-95eb-7b417068be05 · outbound

This paper cites P.et al.Out of One, Many: Using Language Models to Simulate Human Samples.Polit.

Large language models replicate and predict human cooperation across experiments in game theory P.et al.Out of One, Many: Using Language Models to Simulate Human Samples.Polit

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:35.415199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f23b74db-c43b-431f-8646-19cd8ebf9732 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:39.633449Z

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Observation e70dc5cd-7ff6-499b-a019-ac85060b03ed · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:35.508504Z

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Observation a538a807-5d9e-4b90-8bdc-2afe40ff4b34 · outbound

This paper cites Large Language Models in Law: A Survey.

Large language models replicate and predict human cooperation across experiments in game theory Large Language Models in Law: A Survey

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-03T23:43:35.695039Z

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Observation 43b16510-fab9-40d9-bb1e-0246a7c4be1f · outbound

This paper cites 18/24 Logical verifier prompt.

Large language models replicate and predict human cooperation across experiments in game theory 18/24 Logical verifier prompt

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:40.082395Z

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Observation 217a7930-f10f-44c2-a392-19682f2a0f2c · outbound

This paper cites & Z˝odi, Z.

Large language models replicate and predict human cooperation across experiments in game theory & Z˝odi, Z

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:35.832085Z

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Observation 29e376c5-98af-403d-b18e-70f6fd490e6c · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-08-03T23:43:36.017620Z

Source-reported events for the cited work

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Observation b1a8953c-ab6e-4634-9698-a8cc912888ec · outbound

This paper cites & Zhu, J.-Q.

Large language models replicate and predict human cooperation across experiments in game theory & Zhu, J.-Q

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-03T23:43:36.135347Z

Source-reported events for the cited work

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Observation 02ca7cad-2d0f-4911-9df4-b2e2d0673898 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:36.269490Z

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Observation e5e2dcb1-a0ae-4f42-ba72-39fe0911adb6 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:36.434587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed6a846-65b7-44d0-b716-c8d8645bf25b · outbound

This paper cites Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies.

Large language models replicate and predict human cooperation across experiments in game theory Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:36.638666Z

Source-reported events for the cited work

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Observation b5d45352-a88d-4549-8328-ab81c20b8619 · outbound

This paper cites Machine Psychology.

Large language models replicate and predict human cooperation across experiments in game theory Machine Psychology

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:36.778693Z

Source-reported events for the cited work

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Observation f5f19ca2-9d27-4730-9b0a-a8cb15fbea1d · outbound

This paper cites The Llama 3 Herd of Models.

Large language models replicate and predict human cooperation across experiments in game theory The Llama 3 Herd of Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:36.910792Z

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Observation ddf20f2d-39d8-45d1-be36-f6a1abb812ef · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-03T23:49:15.718555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3c5ecded-6ae0-426f-8b2b-a449a6d8f8d9 · outbound

This paper cites D., Tsurusaki, Y ., Fukasawa, Y.

Large language models replicate and predict human cooperation across experiments in game theory D., Tsurusaki, Y ., Fukasawa, Y

Reference 24

Resolution: malformed identifier; no resolver link, observed 2026-08-03T23:43:37.191932Z

Source-reported events for the cited work

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Observation 81b87af8-06b6-407e-8d8b-7a8eaa43e437 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:37.327718Z

Source-reported events for the cited work

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Observation 842b30dc-0aa2-4a90-9746-12f43d556727 · outbound

This paper cites The simplicity principle in perception and cognition.WIREs Cogn.

Large language models replicate and predict human cooperation across experiments in game theory The simplicity principle in perception and cognition.WIREs Cogn

Reference 26

Resolution: verified exact; doi, observed 2026-08-03T23:49:15.442829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7e26d335-51bb-4c05-93af-38edcfc91b64 · outbound

This paper cites The hidden architecture of connections: How do multidimensional identities shape our social networks?.

Large language models replicate and predict human cooperation across experiments in game theory The hidden architecture of connections: How do multidimensional identities shape our social networks?

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-03T23:49:15.106740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 842a3a7e-d34e-47d8-92ae-7839d4266a30 · outbound

This paper cites A., Dunbar, R.

Large language models replicate and predict human cooperation across experiments in game theory A., Dunbar, R

Reference 28

Resolution: verified exact; doi, observed 2026-08-03T23:49:14.912571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 665d31a8-e1c3-47b7-a221-8cd742de59cf · outbound

This paper cites M., Gebru, T., McMillan-Major, A.

Large language models replicate and predict human cooperation across experiments in game theory M., Gebru, T., McMillan-Major, A

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:37.975321Z

Source-reported events for the cited work

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Observation 775d19c3-1145-4681-81da-9ca3519997d9 · outbound

This paper cites Emergent LLM behaviors are observationally equivalent to data leakage.

Large language models replicate and predict human cooperation across experiments in game theory Emergent LLM behaviors are observationally equivalent to data leakage

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:38.088564Z

Source-reported events for the cited work

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Observation b36e3dda-2173-48ae-937b-df9d0dc77213 · outbound

This paper cites Simulating Human Strategic Behavior: Comparing Single and Multi-agent LLMs.

Large language models replicate and predict human cooperation across experiments in game theory Simulating Human Strategic Behavior: Comparing Single and Multi-agent LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:38.246231Z

Source-reported events for the cited work

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Observation 2f0ae306-9cf8-4c55-95e5-6941d442b0c3 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:39.526261Z

Source-reported events for the cited work

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Observation 4873dc21-e89a-4410-8bfe-05514c10154a · outbound

This paper cites Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations.

Large language models replicate and predict human cooperation across experiments in game theory Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:38.350932Z

Source-reported events for the cited work

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Observation e122719a-d1dd-4aea-92d3-c7830710a7f2 · outbound

This paper cites Prompt Design and Engineering: Introduction and Advanced Methods.

Large language models replicate and predict human cooperation across experiments in game theory Prompt Design and Engineering: Introduction and Advanced Methods

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:38.456599Z

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Observation 03ace5fb-6c2d-4d2d-91dd-9a012b231931 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:39.791854Z

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Observation 82cad86d-317f-4381-9de4-1522ebc45784 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:39.948413Z

Source-reported events for the cited work

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Observation 36f50bf1-7a42-43a1-a4a5-f3a082df9b3d · outbound

This paper cites Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models.

Large language models replicate and predict human cooperation across experiments in game theory Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:38.593570Z

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Observation cc035c32-c00d-4270-b68e-9cb1b0fadd9c · outbound

This paper cites Language Models are Few-Shot Learners.

Large language models replicate and predict human cooperation across experiments in game theory Language Models are Few-Shot Learners

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:38.727304Z

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Observation dbf90ed1-b948-4f5c-95d7-7eca298bab61 · outbound

This paper cites - (A,B): You earn 10 points, and the other player earns 6 points.

Large language models replicate and predict human cooperation across experiments in game theory - (A,B): You earn 10 points, and the other player earns 6 points

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:40.211764Z

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Observation 84e85df7-ce07-4f54-a3e3-a81ac2cb54e1 · outbound

This paper cites & Chammah, A.

Large language models replicate and predict human cooperation across experiments in game theory & Chammah, A

Reference 40

Resolution: verified exact; doi, observed 2026-08-03T23:49:14.665549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 83d769fc-3b70-43c4-a5b0-2239fae0182e · outbound

This paper cites - (B,B): Both players earn 5 points each.

Large language models replicate and predict human cooperation across experiments in game theory - (B,B): Both players earn 5 points each

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:40.342991Z

Source-reported events for the cited work

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Observation 741c7486-9015-48e6-bba1-ce07cc2d66c3 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:39.033355Z

Source-reported events for the cited work

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Observation d13e6dd8-1822-4691-a5d9-dafb2a80949e · outbound

This paper cites & Schwarze, B.

Large language models replicate and predict human cooperation across experiments in game theory & Schwarze, B

Reference 43

Resolution: verified exact; doi, observed 2026-08-03T23:49:14.511277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c7f027dc-6b14-47c1-9f90-866ecb213d60 · outbound

This paper cites & McCabe, K.

Large language models replicate and predict human cooperation across experiments in game theory & McCabe, K

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:39.289740Z

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Observation 5d7d3276-ce84-46c9-b702-bee25b58dae7 · outbound

This paper cites & Page, S.

Large language models replicate and predict human cooperation across experiments in game theory & Page, S

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:39.417863Z

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Observation f1b2d864-119f-4d89-9ee5-0c91868ded49 · outbound

This paper cites an unresolved cited work.

Large language models replicate and predict human cooperation across experiments in game theory Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:40.442625Z

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Observation 6e740355-1ee3-4ae6-8a2c-5f0b0a4d3948 · outbound

This paper cites - If you choose B: (B,B) gives you the lowest reward, and (B,A) gives a slightly higher reward, but still lower than all possible rewards when choosing A.

Large language models replicate and predict human cooperation across experiments in game theory - If you choose B: (B,B) gives you the lowest reward, and (B,A) gives a slightly higher reward, but still lower than all possible rewards when choosing A

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:40.575544Z

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Observation 516f5b64-859b-489e-b5e1-80eea1d9d28b · outbound

This paper cites Even though one might worry about the other player choice, it doesn’t make sense since the only possible outcome of choosing A is 10 points, which is the maximum.

Large language models replicate and predict human cooperation across experiments in game theory Even though one might worry about the other player choice, it doesn’t make sense since the only possible outcome of choosing A is 10 points, which is the maximum

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:40.710391Z

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Pith citing papers

Observation d527d18a-55a2-4eec-b4e4-8f3fec100ce1 · inbound

Large language models converge on competitive rationality but diverge on cooperation across providers and generations cites this paper.

Large language models converge on competitive rationality but diverge on cooperation across providers and generations Large language models replicate and predict human cooperation across experiments in game theory

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:17:25.317921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7b84ab00-52f7-4386-abf6-2f2ef883257d · inbound

Strategy, Not Payoffs: A Behavioural Embedding of Normal-Form Games cites this paper.

Strategy, Not Payoffs: A Behavioural Embedding of Normal-Form Games Large language models replicate and predict human cooperation across experiments in game theory

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T06:09:13.299348Z

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Unavailable: canonical work link unavailable.