Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Mixture-of-Personas Language Models for Population Simulation
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2504.05019.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:56:23.537422Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T18:28:48.353140Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 5120c196-88c7-4c55-a20a-188d9b401c26 · inbound
Structured Pruning for Diverse Best-of-N Reasoning Optimization cites this paper.
Structured Pruning for Diverse Best-of-N Reasoning Optimization Mixture-of-Personas Language Models for Population Simulation
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:56:23.537422Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b24ef358-8017-4a5a-8ded-bce86872df9b · inbound
Agentic Economic Modeling cites this paper.
Agentic Economic Modeling Mixture-of-Personas Language Models for Population Simulation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:30:51.795449Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55b5a195-4dd7-48e9-88f1-6b8ea4da6b82 · inbound
SYN-DIGITS: A Synthetic Control Framework for Calibrated Digital Twin Simulation cites this paper.
SYN-DIGITS: A Synthetic Control Framework for Calibrated Digital Twin Simulation Mixture-of-Personas Language Models for Population Simulation
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T05:56:00.631717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6ac2896-0b00-4df9-990f-3863ac993217 · inbound
Adaptive Querying with AI Persona Priors cites this paper.
Adaptive Querying with AI Persona Priors Mixture-of-Personas Language Models for Population Simulation
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:11:14.467252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6cc55447-31f8-4cba-ab97-b1159da2b4c3 · inbound
Adaptive Querying with AI Persona Priors cites this paper.
Adaptive Querying with AI Persona Priors Mixture-of-Personas Language Models for Population Simulation
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T08:05:31.239226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27217c17-2a51-479b-bc6c-bfc2bc7bfa67 · inbound
CoPersona: Collaborative Persona Graphs for Robust LLM Personalization cites this paper.
CoPersona: Collaborative Persona Graphs for Robust LLM Personalization Mixture-of-Personas Language Models for Population Simulation
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T18:28:48.354825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.