Paper Citation Record · LEDGER

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events

As of 9 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2505.16455.

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

pith.paper-citation-record.v1
2505.16455 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:04:09.528158Z

measured 37 of 37 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

37 of 37 outbound references displayed

verified exact0
verified fuzzy13
unresolved22
parse uncertain1
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d978ca6-b95c-4e6c-8c2c-644f4ba162e2 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:13.292791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e4d6fda-34ac-4de2-9f19-c06978b47cda · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:13.260178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b13a2959-9a8b-4ebd-ad3e-32f96b4d6f5d · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:13.223546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 177b5abf-bc17-487b-9e54-5153a1c25af3 · outbound

This paper cites BERTweet: A pre-trained language model for English Tweets.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events BERTweet: A pre-trained language model for English Tweets

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:06.493835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39447c24-2e1b-4d57-9256-33cbbebd445a · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:06.579756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf78aae-ec13-4915-8a5f-6c3659f4a05f · outbound

This paper cites LLM answer: Stay safe everyone! The hurricane is getting stronger—winds up to 155 km/h now.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events LLM answer: Stay safe everyone! The hurricane is getting stronger—winds up to 155 km/h now

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:10.979051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49dd0589-9ab0-4c80-a2a5-4800bae43741 · outbound

This paper cites RT @xxx:.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events RT @xxx:

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:13.147053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 863cf97a-e95d-4118-9e12-77c59a663ec3 · outbound

This paper cites A.2.2 LLM-Assisted Annotation Prompts The ChatGPT-4o assisted annotation prompts used in our dataset labeling process are shown as fol- lows.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events A.2.2 LLM-Assisted Annotation Prompts The ChatGPT-4o assisted annotation prompts used in our dataset labeling process are shown as fol- lows

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:13.080736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce6a1d25-7a12-4cdf-b5cc-c55527f85ef6 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:13.007445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eadb3d88-40a9-4031-83c6-190a6e6f1263 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:12.921280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 19b0271a-d7d7-4593-a31c-744e39d6a24d · outbound

This paper cites Split or Steal.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Split or Steal

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:12.829933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 52e2bd5c-e0bd-433b-a2c7-726daec198b6 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:12.699878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef9d1dfd-4d82-4f86-a6b8-2686dd404378 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:12.652544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9549c66e-724d-486e-aadc-6b811dec0d19 · outbound

This paper cites Directly output the final answer.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Directly output the final answer

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:12.584893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f79da5e-4354-4463-82a5-6ad1921b9dcc · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:12.493465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 84a676ac-7274-4f94-86c1-f85eaec7ed28 · outbound

This paper cites LLM answer: Data understood.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events LLM answer: Data understood

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:12.417500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c953ca0f-a328-4c3a-ba8c-7c5a8c2f984e · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 20

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T15:04:12.343587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 077de7b1-e83a-4b33-afaa-ff49c9e47410 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:12.209321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0aaade30-f287-49ce-9f41-ce72f319afb6 · outbound

This paper cites Q[number]: [score](reason).

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Q[number]: [score](reason)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:12.107361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1d27abd-74ef-487e-b539-78443da197f0 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:11.917375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 31bec27c-ae49-48de-85b9-a82384ecee65 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:11.795675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d05a40a-3eb0-4b2d-9317-1a89e3eebace · outbound

This paper cites Stage 3: Panic Arousal Stage Question prompt: Based on the previous stages, silently analyze these panic factors and assign a score (1-5) to each:.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Stage 3: Panic Arousal Stage Question prompt: Based on the previous stages, silently analyze these panic factors and assign a score (1-5) to each:

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:11.764415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8df0e99c-51d0-49a9-9d4a-37986a76656f · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:11.673510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa054d4c-3b93-4f83-8398-824234379e79 · outbound

This paper cites Calculate panic probability.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Calculate panic probability

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:11.521213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eae245d2-1fc6-4ab0-b0e2-fcf6c8ac25e9 · outbound

This paper cites [Tweet text with #hashtags].

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events [Tweet text with #hashtags]

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:11.276193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6bc76ee9-8b6d-4cec-b000-2054e53f5322 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:11.249376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4d8ac5e-e4c7-4abc-b418-747109fd4b49 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:11.105808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 70006c82-3417-49f0-b151-0e567b7db0dc · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:11.344793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58b9c190-e234-4251-b4ec-01ef46e9cb09 · outbound

This paper cites [Tweet text with #hashtags].

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events [Tweet text with #hashtags]

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:10.789337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9843023f-965d-4a9c-acbb-3d39ba754ae6 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:10.716761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd921249-7419-485c-8602-cc7b28f9f681 · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:10.466314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39590fea-141e-4ab8-b878-01dd5dbe6c1f · outbound

This paper cites an unresolved cited work.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:04:10.205915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 968c4b6b-8de7-4d83-9343-0b06ad4710cc · outbound

This paper cites Staying cautious but hopeful.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Staying cautious but hopeful

Reference 38

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T15:04:09.900745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b4957c8-367d-4eff-a66e-0d21d9c02089 · outbound

This paper cites Natural Hazards, 101(1):297–307.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events Natural Hazards, 101(1):297–307

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:13.357799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d03be28-ff08-4b35-a262-3e66f7245de4 · outbound

This paper cites text"]. Describe this user’s overall tone of voice on the social media with three words. Only output in the exact format: xxx, xxx, xxx.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events text"]. Describe this user’s overall tone of voice on the social media with three words. Only output in the exact format: xxx, xxx, xxx

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:04:12.752569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d409128c-57f8-49ff-9ea2-caeb67217304 · outbound

This paper cites ChatHaruhi: Reviving Anime Character in Reality via Large Language Model.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events ChatHaruhi: Reviving Anime Character in Reality via Large Language Model

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:06.205950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43872928-e51e-4607-a436-cd8ac21323cd · outbound

This paper cites DeepSeek-V3 Technical Report.

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events DeepSeek-V3 Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:06.305882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.