Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:20:20.811339Z
Paper Citation Record · LEDGER
Sentiment Simulation using Generative AI Agents
As of 23 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2505.22125.
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
57 of 57 outbound references displayed
- verified exact1
- verified fuzzy48
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b6e4187b-0277-4419-b580-8782673c645d · outbound
This paper cites Opinion mining and sentiment analysis.
Sentiment Simulation using Generative AI Agents Opinion mining and sentiment analysis
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:31.660860Z
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 64c232eb-ecac-4b6c-86d5-bd5bf22c68cc · outbound
This paper cites Sentiment analysis and opinion mining.
Sentiment Simulation using Generative AI Agents Sentiment analysis and opinion mining
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:31.483627Z
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 512a8995-b302-4690-8a9e-d162bb769dd6 · outbound
This paper cites Sentiment analysis: Capturing favorability using natural language processing.
Sentiment Simulation using Generative AI Agents Sentiment analysis: Capturing favorability using natural language processing
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:31.282937Z
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 0e603cb4-972d-4586-9ae7-f4a55e451c6a · outbound
This paper cites Mining the peanut gallery: Opinion extraction and semantic classification of product reviews.
Sentiment Simulation using Generative AI Agents Mining the peanut gallery: Opinion extraction and semantic classification of product reviews
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:31.059375Z
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 4b5c0643-ded5-4c0b-9b6c-93effe372318 · outbound
This paper cites Opinion quality in public opinion research.
Sentiment Simulation using Generative AI Agents Opinion quality in public opinion research
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:30.828200Z
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 92b1b638-e77d-4196-9734-d06854829b27 · outbound
This paper cites Opinion mining and sentiment analysis in policy formulation initiatives: The eu-community approach.
Sentiment Simulation using Generative AI Agents Opinion mining and sentiment analysis in policy formulation initiatives: The eu-community approach
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:30.666488Z
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 ae2348a6-add2-411c-b543-c5a4e97dd1b5 · outbound
This paper cites Sentiment analysis of the new indonesian government policy (omnibus law) on social media twitter.
Sentiment Simulation using Generative AI Agents Sentiment analysis of the new indonesian government policy (omnibus law) on social media twitter
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:30.491527Z
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 ddb640a4-65c2-4c85-ae92-eb86801758f2 · outbound
This paper cites Fables: framework for autonomous behaviour-rich language- driven emotion-enabled synthetic populations.
Sentiment Simulation using Generative AI Agents Fables: framework for autonomous behaviour-rich language- driven emotion-enabled synthetic populations
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:30.359097Z
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 2f675bc1-5f2b-45b2-830a-10ab1baeed07 · outbound
This paper cites Like, comment, and share: Analyzing public sentiments of government policies in social media.
Sentiment Simulation using Generative AI Agents Like, comment, and share: Analyzing public sentiments of government policies in social media
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:30.255593Z
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 6ecec016-c998-4b94-8ff5-a7da66a4bda3 · outbound
This paper cites Sentiment analysis of facebook users reacting to political campaign posts.
Sentiment Simulation using Generative AI Agents Sentiment analysis of facebook users reacting to political campaign posts
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:30.106280Z
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 7d79ef99-7131-4bc9-9767-a8971aa5545f · outbound
This paper cites It is not only what you say, it is also how you say it: The strategic use of campaign sentiment.
Sentiment Simulation using Generative AI Agents It is not only what you say, it is also how you say it: The strategic use of campaign sentiment
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:29.900413Z
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 781d2e99-4164-4983-854c-a1eb3ce9d884 · outbound
This paper cites Exploring philippine presidentsâ C™ speeches: A sentiment analysis and topic modeling approach.
Sentiment Simulation using Generative AI Agents Exploring philippine presidentsâ C™ speeches: A sentiment analysis and topic modeling approach
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:29.652423Z
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 81178be6-5eb6-440d-89ba-551a34f47801 · outbound
This paper cites Sentiment analysis: A case study among the selected government agencies in the philippines.
Sentiment Simulation using Generative AI Agents Sentiment analysis: A case study among the selected government agencies in the philippines
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:29.459567Z
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 bbe8741a-9a82-44dd-9c56-367d9cdf05e9 · outbound
This paper cites Pre-and post-launch emotions in new product development: Insights from twitter analytics of three products.
Sentiment Simulation using Generative AI Agents Pre-and post-launch emotions in new product development: Insights from twitter analytics of three products
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:29.224494Z
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 7871ed80-2673-447d-8a05-8327787b090b · outbound
This paper cites Social media and sensemaking patterns in new product development: demystifying the customer sentiment.
Sentiment Simulation using Generative AI Agents Social media and sensemaking patterns in new product development: demystifying the customer sentiment
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:29.130051Z
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 1a8b4279-21ed-4b97-966b-4a418680bc38 · outbound
This paper cites Exploring sentiment analysis on e-commerce business: Lazada and shopee.
Sentiment Simulation using Generative AI Agents Exploring sentiment analysis on e-commerce business: Lazada and shopee
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:28.861763Z
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 1f0a6801-ed2c-4600-940a-2922470501eb · outbound
This paper cites A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews.
Sentiment Simulation using Generative AI Agents A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:28.654509Z
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 71c4c87f-f1f6-4316-98c1-ab1594c2969e · outbound
This paper cites Sentiment analysis of product reviews using machine learning and pre-trained llm.
Sentiment Simulation using Generative AI Agents Sentiment analysis of product reviews using machine learning and pre-trained llm
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:28.464602Z
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 5603f3e4-dcad-4111-ac3f-918dba9ef3c6 · outbound
This paper cites Sentiment analysis in the age of generative ai.
Sentiment Simulation using Generative AI Agents Sentiment analysis in the age of generative ai
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:28.293770Z
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 04c928ee-c63a-4051-b170-58594b033d9f · outbound
This paper cites Sentiment analysis methods, applications, and challenges: A systematic literature review.
Sentiment Simulation using Generative AI Agents Sentiment analysis methods, applications, and challenges: A systematic literature review
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:28.023249Z
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 5d9b0747-5268-4ad7-bdbe-d7dcdf9c14a8 · outbound
This paper cites Recent advancements and challenges of nlp-based sentiment analysis: A state-of-the-art review.
Sentiment Simulation using Generative AI Agents Recent advancements and challenges of nlp-based sentiment analysis: A state-of-the-art review
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:27.719620Z
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 ccb27f8f-4476-4d3e-9146-865ac4e9454c · outbound
This paper cites Identifying Biased Users in Online Social Networks to Enhance the Accuracy of Sentiment Analysis: A User Behavior-Based Approach.
Sentiment Simulation using Generative AI Agents Identifying Biased Users in Online Social Networks to Enhance the Accuracy of Sentiment Analysis: A User Behavior-Based Approach
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T13:20:21.034028Z
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 72c4d996-43d4-49dd-b4ed-1469c6c471e4 · outbound
This paper cites Personality-based refinement for sentiment classification in microblog.
Sentiment Simulation using Generative AI Agents Personality-based refinement for sentiment classification in microblog
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:27.547425Z
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 151d6b3d-cf3d-42c5-8fb8-260f209cff3f · outbound
This paper cites Personality associations with attitudes toward ai.
Sentiment Simulation using Generative AI Agents Personality associations with attitudes toward ai
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:27.355527Z
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 1a992fdf-3a5d-482c-b162-30158e16a7ce · outbound
This paper cites Beyond weird: Can synthetic survey participants substitute for humans in global policy research? Behavioral Science & Policy, page 23794607241311793, 2025.
Sentiment Simulation using Generative AI Agents Beyond weird: Can synthetic survey participants substitute for humans in global policy research? Behavioral Science & Policy, page 23794607241311793, 2025
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:27.103026Z
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 6e739cd7-04a6-43ea-ba37-d07c020e0260 · outbound
This paper cites The emergence of social media data and sentiment analysis in election prediction.
Sentiment Simulation using Generative AI Agents The emergence of social media data and sentiment analysis in election prediction
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:26.876294Z
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 113820d8-88bd-4bf8-9964-db0deb302b86 · outbound
This paper cites Improving sentiment analysis in election-based conversations on twitter with elecbert language model.
Sentiment Simulation using Generative AI Agents Improving sentiment analysis in election-based conversations on twitter with elecbert language model
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:26.601402Z
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 07e78108-c2b8-4a93-8b8f-7f858451634c · outbound
This paper cites Situated cognition.
Sentiment Simulation using Generative AI Agents Situated cognition
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:26.356696Z
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 dd201d5a-2011-4322-9d22-cd25b422e82b · outbound
This paper cites EBook: Social Psychology 3e.
Sentiment Simulation using Generative AI Agents EBook: Social Psychology 3e
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:26.133937Z
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 5ea458f6-c0c3-477c-a9a0-d778cf8137f9 · outbound
This paper cites Reflections on sentiment/opinion analysis.
Sentiment Simulation using Generative AI Agents Reflections on sentiment/opinion analysis
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:25.828179Z
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 a4f7cfe8-33bc-4589-8cfa-4367283fad16 · outbound
This paper cites Can large language model agents simulate human trust behavior? In The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024.
Sentiment Simulation using Generative AI Agents Can large language model agents simulate human trust behavior? In The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:17.363418Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4e6aee6-4ee8-4a7e-9528-d3e7808bcbb0 · outbound
This paper cites Using large language models to simulate multiple humans and replicate human subject studies.
Sentiment Simulation using Generative AI Agents Using large language models to simulate multiple humans and replicate human subject studies
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:17.460544Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0229bb8c-8b83-4284-a373-71ea9e7b41fd · outbound
This paper cites Llm-driven agents for influencer selection in digital advertising campaigns.
Sentiment Simulation using Generative AI Agents Llm-driven agents for influencer selection in digital advertising campaigns
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:25.650268Z
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 5be9bb29-e49b-4ebc-abda-1a9811b56e71 · outbound
This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.
Sentiment Simulation using Generative AI Agents LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:17.616079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e130061-cd42-4bf4-8570-f60e23e3bb61 · outbound
This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.
Sentiment Simulation using Generative AI Agents Large Language Model based Multi-Agents: A Survey of Progress and Challenges
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:17.770632Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba3698eb-c20f-4027-a0d0-237374253c86 · outbound
This paper cites Generative agents: Interactive simulacra of human behavior.
Sentiment Simulation using Generative AI Agents Generative agents: Interactive simulacra of human behavior
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:17.926814Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd04221b-aea3-4eda-afc7-4f1d81bb18d6 · outbound
This paper cites User Behavior Simulation with Large Language Model based Agents.
Sentiment Simulation using Generative AI Agents User Behavior Simulation with Large Language Model based Agents
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:18.007535Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99d179cd-a5d4-4676-a29b-9a0a3675db7f · outbound
This paper cites Evaluating the ability of large language models to emulate personality.
Sentiment Simulation using Generative AI Agents Evaluating the ability of large language models to emulate personality
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:25.418654Z
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 cc202c10-ab27-461d-a3e3-6e5031b5bf59 · outbound
This paper cites Personality.
Sentiment Simulation using Generative AI Agents Personality
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:25.160400Z
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 5c644144-57b7-477d-a434-791aa7bb7f4c · outbound
This paper cites Changing personal values through value-manipulation tasks: a systematic literature review based on schwartzâC™s theory of basic human values.
Sentiment Simulation using Generative AI Agents Changing personal values through value-manipulation tasks: a systematic literature review based on schwartzâC™s theory of basic human values
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:24.987520Z
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 8142e509-5a1f-4f59-b338-c3dbaa9bd062 · outbound
This paper cites Social axioms and psychological toll: A study of emotional, behavioral, and cognitive responses across 35 cultures during the covid-19 pandemic.
Sentiment Simulation using Generative AI Agents Social axioms and psychological toll: A study of emotional, behavioral, and cognitive responses across 35 cultures during the covid-19 pandemic
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:24.821276Z
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 69edf4e8-a539-41ca-8e6a-2553f35d2d00 · outbound
This paper cites Ulat ng bayan: June 2024 nationwide survey on national concerns prior to the sona.
Sentiment Simulation using Generative AI Agents Ulat ng bayan: June 2024 nationwide survey on national concerns prior to the sona
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:24.562529Z
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 83173576-bc78-4fe9-859b-4f9dc0be38d9 · outbound
This paper cites Filipino personality structure and the big five model: A lexical approach.
Sentiment Simulation using Generative AI Agents Filipino personality structure and the big five model: A lexical approach
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:24.319505Z
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 e683379c-4739-4dd8-9585-93b7b7663c70 · outbound
This paper cites The development of the masaklaw na panukat ng loob (mapa ng loob).
Sentiment Simulation using Generative AI Agents The development of the masaklaw na panukat ng loob (mapa ng loob)
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:24.062499Z
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 9d0177d9-61f0-4c6e-9ee0-370b98754188 · outbound
This paper cites Personality disorders and the five-factor model among filipino non-clinical sample.
Sentiment Simulation using Generative AI Agents Personality disorders and the five-factor model among filipino non-clinical sample
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:23.863639Z
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 50061c48-e458-4829-9b08-b5ca875bb440 · outbound
This paper cites Measuring political bias and framing effects in large language models (llms): A sensitivity analysis.
Sentiment Simulation using Generative AI Agents Measuring political bias and framing effects in large language models (llms): A sensitivity analysis
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:23.164042Z
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 5ba65924-3062-4400-b0fe-5cd983705e06 · outbound
This paper cites The Llama 3 Herd of Models.
Sentiment Simulation using Generative AI Agents The Llama 3 Herd of Models
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:19.552878Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aab21337-e572-4090-ad6a-c56bea6a23f1 · outbound
This paper cites A common language effect size statistic.
Sentiment Simulation using Generative AI Agents A common language effect size statistic
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:22.795141Z
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 8e1bff75-a0ae-4e03-9ecf-5494ea339156 · outbound
This paper cites Llm-mirror: A generated-persona approach for survey pre-testing.
Sentiment Simulation using Generative AI Agents Llm-mirror: A generated-persona approach for survey pre-testing
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:22.650126Z
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 ade82463-0716-4978-8f98-3472f0ddb611 · outbound
This paper cites Using Large Language Models to Create AI Personas for Replication, Generalization and Prediction of Media Effects: An Empirical Test of 133 Published Experimental Research Findings.
Sentiment Simulation using Generative AI Agents Using Large Language Models to Create AI Personas for Replication, Generalization and Prediction of Media Effects: An Empirical Test of 133 Published Experimental Research Findings
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:19.984314Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b61c70e7-1acc-42a2-8673-b5bf68116193 · outbound
This paper cites Lab experiments are a major source of knowledge in the social sciences.
Sentiment Simulation using Generative AI Agents Lab experiments are a major source of knowledge in the social sciences
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:22.507793Z
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 2b7717f5-ab02-46c3-9bad-0cdcf7d97a6f · outbound
This paper cites Life in the network: the coming age of computational social science.
Sentiment Simulation using Generative AI Agents Life in the network: the coming age of computational social science
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:22.349700Z
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 8538aee9-fa00-42ac-8909-1ad230b33f68 · outbound
This paper cites Choices, values, and frames.
Sentiment Simulation using Generative AI Agents Choices, values, and frames
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:22.212283Z
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 ab0dbf2b-1127-4b2d-b925-c98f03a4e4db · outbound
This paper cites Framing theory.
Sentiment Simulation using Generative AI Agents Framing theory
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:22.022333Z
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 eb5f3f23-be12-4aaf-80dc-0a841ff344da · outbound
This paper cites The structure of political argument and the logic of issue framing.
Sentiment Simulation using Generative AI Agents The structure of political argument and the logic of issue framing
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:21.790985Z
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 442afd71-d039-4569-8d2f-250515711bac · outbound
This paper cites Personality trait structure as a human universal.
Sentiment Simulation using Generative AI Agents Personality trait structure as a human universal
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:21.544442Z
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 8b196e39-f3be-436c-abf4-1db814dd4785 · outbound
This paper cites 2022 registered voters and voters with accessible polling places (final).
Sentiment Simulation using Generative AI Agents 2022 registered voters and voters with accessible polling places (final)
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:20:21.312851Z
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.
Pith citing papers
No inbound Pith citation observations are available.