Paper Citation Record · LEDGER

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2507.12372.

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

pith.paper-citation-record.v1
2507.12372 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:51:37.684158Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

47 of 47 outbound references displayed

verified exact1
verified fuzzy28
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d032f6e4-d5d9-4e4a-9b37-4dd423571875 · outbound

This paper cites Data marketplaces can increase the willingness to share social media data at low prices.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Data marketplaces can increase the willingness to share social media data at low prices

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:51:37.887778Z

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 8f04b981-3509-4ed1-b93a-4c35861ee75c · outbound

This paper cites Content-based features predict social media influence operations.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Content-based features predict social media influence operations

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:42.208584Z

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 8e48d294-ffc3-4c31-89cd-866dd6edfbfb · outbound

This paper cites Tokenization of social media engagements increases the sharing of false (and other) news but penalization moderates it.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Tokenization of social media engagements increases the sharing of false (and other) news but penalization moderates it

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:42.097722Z

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 26992bd8-1c41-4bc4-8734-149b1d83704b · outbound

This paper cites Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:34.751679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fae6060-4914-4fe7-9d9a-37e5a1b7795d · outbound

This paper cites Principles and Guidance for Human Subjects Research,.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Principles and Guidance for Human Subjects Research,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:41.967748Z

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 51b2e436-dcc0-4b33-a44d-a05b1ee96962 · outbound

This paper cites Can generative ai improve social science? Proceedings of the National Academy of Sciences, 121(21):e2314021121, 2024.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Can generative ai improve social science? Proceedings of the National Academy of Sciences, 121(21):e2314021121, 2024

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:41.639411Z

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 913b595b-5aa7-46b8-8772-264dc47add4b · outbound

This paper cites Do we need a social media accelerator? 2023.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Do we need a social media accelerator? 2023

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:41.438717Z

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 143c4c96-664e-4d2f-b4f0-ed35be194479 · outbound

This paper cites Latent dirichlet allocation.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Latent dirichlet allocation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:41.257559Z

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 a4da091a-128d-4e59-8d6f-64f6a01b3135 · outbound

This paper cites Designing a Dashboard for Transparency and Control of Conversational AI.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Designing a Dashboard for Transparency and Control of Conversational AI

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:35.360915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f84fcde-19a1-40e6-8489-9ce05694ce3d · outbound

This paper cites Detecting Hate Speech with GPT-3.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Detecting Hate Speech with GPT-3

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:35.477606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe05af58-8b47-408a-94e6-b6053a6ee881 · outbound

This paper cites Leveraging large language models for fact-checking farsi news headlines.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Leveraging large language models for fact-checking farsi news headlines

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:41.097051Z

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 8ad9c7ec-54db-4595-9330-6090ba0492ac · outbound

This paper cites Enhancing job recommendation through llm-based generative adversarial networks.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Enhancing job recommendation through llm-based generative adversarial networks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:40.920181Z

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 8fa0311b-d016-4d60-8402-ecd08043b0f8 · outbound

This paper cites Social bot detection in the age of chatgpt: Challenges and opportunities.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Social bot detection in the age of chatgpt: Challenges and opportunities

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:40.734766Z

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 54af58bf-4185-4cba-bd95-40cf44470b03 · outbound

This paper cites Computational research in the post-api age.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Computational research in the post-api age

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:40.578651Z

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 58b5802c-5453-4ea3-b228-3409a7483cc0 · outbound

This paper cites Chatgpt outperforms crowd workers for text-annotation tasks.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Chatgpt outperforms crowd workers for text-annotation tasks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:40.407781Z

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 4849ba13-ab94-4f9b-a2b4-944debb4623d · outbound

This paper cites Distributional structure.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Distributional structure

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:40.229405Z

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 4fcb3f44-e1f1-484d-86cf-77fd252a7008 · outbound

This paper cites A user profile modeling method based on word2vec.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics A user profile modeling method based on word2vec

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:40.071297Z

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 1bd870b7-0d5f-40b7-a066-17118eb3dc26 · outbound

This paper cites Human heuristics for ai-generated language are flawed.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Human heuristics for ai-generated language are flawed

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:39.883284Z

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 807e3375-4c8f-4235-bbbd-e7370e653481 · outbound

This paper cites SentimentGPT: Exploiting GPT for Advanced Sentiment Analysis and its Departure from Current Machine Learning.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics SentimentGPT: Exploiting GPT for Advanced Sentiment Analysis and its Departure from Current Machine Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:36.334629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35cb910f-4feb-4185-b835-76a071187bac · outbound

This paper cites Ai safety on whose terms?, 2023.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Ai safety on whose terms?, 2023

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:36.444556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d8bc4c-d265-4a3e-8041-4b4589e1c5fd · outbound

This paper cites A survey on representation learning for user modeling.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics A survey on representation learning for user modeling

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:39.711411Z

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 a6fdc2f9-bd6c-444d-9816-da0fcf7a7c1d · outbound

This paper cites A first look at llm-powered generative news recommendation.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics A first look at llm-powered generative news recommendation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:39.546925Z

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 7a280ae9-3d9d-48be-8b84-37cfef522a84 · outbound

This paper cites Once: Boosting content-based recommendation with both open-and closed-source large language models.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Once: Boosting content-based recommendation with both open-and closed-source large language models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:36.732133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d83a6945-7149-4ae4-b3f6-ef68ef0f2b9e · outbound

This paper cites Gpt-4v (ision) as a social media analysis engine.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Gpt-4v (ision) as a social media analysis engine

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:39.249458Z

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 a59b6c24-b7f1-4fc9-b5fc-3879df29fdc8 · outbound

This paper cites Cognitive reflection correlates with behavior on twitter.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Cognitive reflection correlates with behavior on twitter

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.996129Z

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 9cc15ec4-b83f-42b8-86a7-78d0de579888 · outbound

This paper cites Ai snake oil: What artificial intelligence can do, what it can’t, and how to tell the difference.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Ai snake oil: What artificial intelligence can do, what it can’t, and how to tell the difference

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.759037Z

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 74d8ed3e-d4b1-40cf-838a-0f0b0faf56be · outbound

This paper cites Adversarial Search Engine Optimization for Large Language Models.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Adversarial Search Engine Optimization for Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:36.919867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfaadbe6-1df9-44fb-84cf-e17b264846da · outbound

This paper cites Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:36.954245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c6cfb5-0eb6-41ce-a565-e72643908e32 · outbound

This paper cites Why open-source generative ai models are an ethical way forward for science.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Why open-source generative ai models are an ethical way forward for science

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.594336Z

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 753286c6-a52d-4422-b192-4b75a4a02ad1 · outbound

This paper cites Bert4rec: Sequential recommendation with bidirectional encoder representations from transformer.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Bert4rec: Sequential recommendation with bidirectional encoder representations from transformer

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.082689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7c3fa15-5ced-4b3b-86cf-b4b20b5e7e69 · outbound

This paper cites User Modeling in the Era of Large Language Models: Current Research and Future Directions.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics User Modeling in the Era of Large Language Models: Current Research and Future Directions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.136171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f335f1-f742-414b-af30-234b64a89a32 · outbound

This paper cites The only way is ethics: A guide to ethical re- search with large language models.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics The only way is ethics: A guide to ethical re- search with large language models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.495140Z

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 c90a1b90-7c02-4c7d-be52-df44b56597eb · outbound

This paper cites Online human-bot interactions: Detection, estimation, and characterization.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Online human-bot interactions: Detection, estimation, and characterization

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.415324Z

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 1cb8af9f-508f-458d-9893-35d236e79ddb · outbound

This paper cites Clickbait Detection via Large Language Models.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Clickbait Detection via Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.246610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de443fff-9a3b-4717-881b-ee1aec475fc0 · outbound

This paper cites Zero-Shot Next-Item Recommendation using Large Pretrained Language Models.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Zero-Shot Next-Item Recommendation using Large Pretrained Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.293975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ff2d2d9-ae87-4704-b78f-f78805728c72 · outbound

This paper cites Demographic inference and representative population estimates from multilingual social media data.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Demographic inference and representative population estimates from multilingual social media data

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.341933Z

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 b00add2d-8884-44e4-86f0-45a15621ce43 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.387767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb47b21b-5b95-4caa-b14f-7a1fdd1ef5ba · outbound

This paper cites Taxonomy of risks posed by language models.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Taxonomy of risks posed by language models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.268440Z

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 f095c9be-25ce-4d2e-860a-8a6cb7e2ba18 · outbound

This paper cites Towards open-world recommendation with knowledge augmentation from large language models.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Towards open-world recommendation with knowledge augmentation from large language models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.185323Z

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 6d1d3490-ae7a-4dd5-964c-eb9d85bc4240 · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics PALR: Personalization Aware LLMs for Recommendation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.478634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c16496b-92ba-45f7-af46-5ef8c40f449f · outbound

This paper cites Heterogeneous knowledge fusion: A novel approach for personalized recommendation via llm.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Heterogeneous knowledge fusion: A novel approach for personalized recommendation via llm

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.116887Z

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 6f8b78c5-6579-47c6-a027-4c439f66e3de · outbound

This paper cites How would Stance Detection Techniques Evolve after the Launch of ChatGPT?.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics How would Stance Detection Techniques Evolve after the Launch of ChatGPT?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.552614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d653383-b0b8-439e-95ac-accfda026fe4 · outbound

This paper cites Benchmarking large language models for news summarization.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Benchmarking large language models for news summarization

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:38.041180Z

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 591a4167-3ef0-4ac3-acc9-eef050dd9543 · outbound

This paper cites Generative Job Recommendations with Large Language Model.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Generative Job Recommendations with Large Language Model

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.608753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec48c518-533f-4e62-b57e-e1ed8c24aeef · outbound

This paper cites Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.649980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2736fd1d-ca8c-46c9-9b5d-7df2c9179b67 · outbound

This paper cites "" Figure 3: The default system prompt used to generate social media posts across various personas. System prompt =.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics "" Figure 3: The default system prompt used to generate social media posts across various personas. System prompt =

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:51:37.959924Z

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 d01242c9-cde4-40d0-a760-b1f890fbce70 · outbound

This paper cites an unresolved cited work.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:51:41.793577Z

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.

Pith citing papers

No inbound Pith citation observations are available.