Paper Citation Record · LEDGER

LLM-based Human Simulations Have Not Yet Been Reliable

As of 10 August 2026, this Paper Citation Record lists 0 of 0 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.

pith.paper-citation-record.v1
2501.08579 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:57:11.383188Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.