Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:24:39.451190Z
Paper Citation Record · LEDGER
LLM-based Human Simulations Have Not Yet Been Reliable
As of 22 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 11 inbound Pith citation observations for arXiv:2501.08579.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:57:11.383188Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
7 of 7 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation b945e715-2bc8-4460-bcaa-b799810c3a82 · outbound
This paper cites Evaluating the Performance of Large Language Models via Debates.
LLM-based Human Simulations Have Not Yet Been Reliable Evaluating the Performance of Large Language Models via Debates
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:24:39.437473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0969c565-398a-446a-8852-52533896c683 · outbound
This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.
LLM-based Human Simulations Have Not Yet Been Reliable LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:24:39.441710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df914cff-dab9-4f11-87a4-f0531eff5b46 · outbound
This paper cites From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings.
LLM-based Human Simulations Have Not Yet Been Reliable From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:24:39.446373Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44933d77-545b-4ecd-8d3f-bbf166a94eda · outbound
This paper cites Cognitive Overload Attack:Prompt Injection for Long Context.
LLM-based Human Simulations Have Not Yet Been Reliable Cognitive Overload Attack:Prompt Injection for Long Context
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:24:39.451190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec20af9e-bd96-42ce-a393-c16b2004ad4c · outbound
This paper cites Machine Psychology.
LLM-based Human Simulations Have Not Yet Been Reliable Machine Psychology
Reference 1971
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:24:39.422739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0b85657-327d-468b-9c6c-1d8173e80ab8 · outbound
This paper cites Navigating LLM Ethics: Advancements, Challenges, and Future Directions.
LLM-based Human Simulations Have Not Yet Been Reliable Navigating LLM Ethics: Advancements, Challenges, and Future Directions
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:24:39.428495Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20e7242e-13fc-4bc2-bbdf-0e0160359ff1 · outbound
This paper cites Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review.
LLM-based Human Simulations Have Not Yet Been Reliable Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:24:39.433008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 6c508819-aae0-48d9-a58b-a3125ae58f7b · inbound
PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading cites this paper.
PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading LLM-based Human Simulations Have Not Yet Been Reliable
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:57:11.383188Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6204bc6-531b-4604-9a15-1170d9ef14d4 · inbound
PUB: An LLM-Enhanced Personality-Driven User Behaviour Simulator for Recommender System Evaluation cites this paper.
PUB: An LLM-Enhanced Personality-Driven User Behaviour Simulator for Recommender System Evaluation LLM-based Human Simulations Have Not Yet Been Reliable
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:46:13.383319Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad387865-d06d-424c-b09c-c3c94edd915c · inbound
SimuPanel: A Novel Immersive Multi-Agent System to Simulate Interactive Expert Panel Discussion cites this paper.
SimuPanel: A Novel Immersive Multi-Agent System to Simulate Interactive Expert Panel Discussion LLM-based Human Simulations Have Not Yet Been Reliable
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:48:49.834154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44ddd93c-3dba-4217-9a0c-92558c32dbef · inbound
Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support cites this paper.
Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support LLM-based Human Simulations Have Not Yet Been Reliable
Reference 133
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T23:43:04.470676Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0a6d939-9416-408d-b8db-9c6ac09dfc53 · inbound
The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies cites this paper.
The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies LLM-based Human Simulations Have Not Yet Been Reliable
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-07-07T03:18:07.787194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5e162e1c-84c1-4ba3-960c-f7d74c6a7632 · inbound
We Need Strong Preconditions For Using Simulations In Policy cites this paper.
We Need Strong Preconditions For Using Simulations In Policy LLM-based Human Simulations Have Not Yet Been Reliable
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-07-07T03:18:07.787194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d5dfb85f-5c81-4f23-b30b-03332afbea4c · inbound
The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models cites this paper.
The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models LLM-based Human Simulations Have Not Yet Been Reliable
Reference 66
- Resolution
- verified exact
- arxiv_id, observed 2026-07-07T03:18:07.787194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 39729a45-696b-44f3-b706-f41eef5f010d · inbound
Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench cites this paper.
Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench LLM-based Human Simulations Have Not Yet Been Reliable
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-07-07T03:18:07.787194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8863393e-3b6c-4609-8013-66e0fa8c715a · inbound
Simulating Human Memory with Language Models cites this paper.
Simulating Human Memory with Language Models LLM-based Human Simulations Have Not Yet Been Reliable
Reference 63
- Resolution
- verified exact
- arxiv_id, observed 2026-07-07T03:18:07.787194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e533bfd0-f4fc-4547-acef-2987531798a9 · inbound
Beyond Averages: Evaluating LLMs on Human Survey Replication at the Distributional Level cites this paper.
Beyond Averages: Evaluating LLMs on Human Survey Replication at the Distributional Level LLM-based Human Simulations Have Not Yet Been Reliable
Reference 24
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-07T03:18:07.787194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1fab3eba-bc2e-488e-8867-a6560b25ca5e · inbound
Prompt Optimization for User Simulation in Conversational Recommender Systems: A Multi-Objective Framework cites this paper.
Prompt Optimization for User Simulation in Conversational Recommender Systems: A Multi-Objective Framework LLM-based Human Simulations Have Not Yet Been Reliable
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-07-07T03:18:07.787194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.