Paper Citation Record · LEDGER

LLM-SAA: LLM-persona Generated Distributions for Decision-making

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2602.06357.

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

pith.paper-citation-record.v1
2602.06357 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:01:48.119798Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24a1480d-b096-4cb3-8869-db50d90323df · outbound

This paper cites an unresolved cited work.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:46.465992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01977d3b-6e41-4be7-b29d-bc96ddc2329c · outbound

This paper cites Accessed: 2026-01-31.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Accessed: 2026-01-31

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:46.980565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bffc609f-c1da-44c5-b0b2-072675e7de42 · outbound

This paper cites an unresolved cited work.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.558634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34a262e3-6c5d-4e8f-b6f1-165c292ec97a · outbound

This paper cites OMGPT: A Sequence Modeling Framework for Data-driven Operational Decision Making.

LLM-SAA: LLM-persona Generated Distributions for Decision-making OMGPT: A Sequence Modeling Framework for Data-driven Operational Decision Making

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.660117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b08aec-3fda-4935-8ec4-ec390b730f65 · outbound

This paper cites Large Language Models for Market Research: A Data-augmentation Approach.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Large Language Models for Market Research: A Data-augmentation Approach

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.780904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dea3d4b8-273b-4ea0-ae3c-3b47fe86a448 · outbound

This paper cites Human Simulacra: Benchmarking the Personification of Large Language Models.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Human Simulacra: Benchmarking the Personification of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.860529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12473ab6-3274-4b6d-868c-879bf5ca70d9 · outbound

This paper cites an unresolved cited work.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.967968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36daf364-3941-470a-818b-2939d2134d35 · outbound

This paper cites upgraded.

LLM-SAA: LLM-persona Generated Distributions for Decision-making upgraded

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:48.119798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d39d86-4523-44eb-a1fe-c2c5524aa641 · outbound

This paper cites an unresolved cited work.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Unresolved cited work

Reference 1975

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.212624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014c6308-3cd3-4ddc-9a52-0680f215c40a · outbound

This paper cites an unresolved cited work.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Unresolved cited work

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:46.626723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22dbced-3548-4caa-93ff-04e6dc30a369 · outbound

This paper cites PersonaGym: Evaluating Persona Agents and LLMs.

LLM-SAA: LLM-persona Generated Distributions for Decision-making PersonaGym: Evaluating Persona Agents and LLMs

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.321359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a567e02c-ce29-4685-a88a-36d00b369848 · outbound

This paper cites an unresolved cited work.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Unresolved cited work

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:46.818552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10ea9fef-589d-4d54-bdb8-8403f7ff486d · outbound

This paper cites Supracompetitive Pricing Under AI Monoculture.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Supracompetitive Pricing Under AI Monoculture

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:46.294880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0944e84a-ff15-4335-99e3-2d57e99cf851 · outbound

This paper cites Meister, C.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Meister, C

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.114824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee1af49-dc9c-4beb-9424-7cf3aa09b1e8 · outbound

This paper cites Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:46.074199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b09b3800-5f33-4ab6-88b6-1b8743d6aac6 · outbound

This paper cites Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions.

LLM-SAA: LLM-persona Generated Distributions for Decision-making Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:47.449934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.