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Sentinels / Actor desk

Li Junhua

person · Registry status: unverified

94decd4b-60dc-5c31-b3eb-12cc82f9ca7f

Evidence, not intent.

Public-source event mentions and stored signals. Adjacency does not establish causation, coordination, or an actor's position.

No claim of complete coverage or live monitoring.

Observation window

UTC dates, inclusive · maximum 90 days. Applies to events and anomalies only.

Recent observations / timeline

The source record

64 distinct events shown, newest first. Headlines may be generated summaries; inspect the source before repeating a claim.

  1. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · WB_2670_JOBS

    Open source ↗
  2. Ground Rules: Judd’s Adaptive Reuse

    Recorded role: co mention · SEIZE

    Open source ↗
  3. 30+ Films to Get You in the Mood for Halloween

    Recorded role: co mention · EDUCATION

    Open source ↗
  4. Researchers Identify Pathway That Enables Regulatory T Cells to Prevent Devastating Autoimmune Responses to Gut Bacteria | Newswise

    Recorded role: co mention · TAX_WORLDMAMMALS_HUMAN

    Open source ↗
  5. Fixing Tool-Call Accuracy in vLLM

    Recorded role: co mention · UNGP_FORESTS_RIVERS_OCEANS

    Open source ↗
  6. singaporestar.com: Liang Yugen, Li Jun (tax worldlanguages liang, epu economy historic)

    Recorded role: co mention · TAX_WORLDLANGUAGES_LIANG

    Open source ↗
  7. Guardian. For FamilyTIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · TAX_FNCACT_LEADER

    Open source ↗
  8. Guardian. For Family|TIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · CRISISLEX_O02_RESPONSEAGENCIESATCRISIS

    Open source ↗
  9. Guardian. For FamilyTIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · EPU_ECONOMY_HISTORIC

    Open source ↗
  10. Guardian. For Family|TIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · CRISISLEX_CRISISLEXREC

    Open source ↗
  11. Guardian. For Family|TIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · TAX_FNCACT_LEADER

    Open source ↗
  12. Guardian. For Family|TIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · TAX_FNCACT_LEADER

    Open source ↗
  13. Guardian. For Family|TIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · EPU_ECONOMY_HISTORIC

    Open source ↗
  14. Guardian. For Family|TIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · TAX_WORLDLANGUAGES_LIANG

    Open source ↗
  15. Guardian. For Family|TIGGO7 Crash Test Results Demonstrate CHERY's Commitment to Family Safety

    Recorded role: co mention · TAX_FNCACT_LEADER

    Open source ↗
  16. As the world’s population hits 8 billion people, UN calls for solidarity in advancing sustainable development for all

    Recorded role: co mention · FOOD_SECURITY

    Open source ↗
  17. vietnamtribune.com: Li Junhua, Wang Guangqian, Nils Stenseth (wb 2670 jobs, wb 2670 jobs)

    Recorded role: co mention · WB_2670_JOBS

    Open source ↗
  18. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · SURVEILLANCE

    Open source ↗
  19. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · WB_678_DIGITAL_GOVERNMENT

    Open source ↗
  20. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · UNGP_FORESTS_RIVERS_OCEANS

    Open source ↗
  21. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · SOC_POINTSOFINTEREST_UNIVERSITY

    Open source ↗
  22. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · LEADER

    Open source ↗
  23. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · WB_635_PUBLIC_HEALTH

    Open source ↗
  24. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · WB_678_DIGITAL_GOVERNMENT

    Open source ↗
  25. asiabulletin.com: Zhu Huarong, Li Junhua, David Lopez Perez (leader, tax fncact president)

    Recorded role: co mention · LEADER

    Open source ↗
  26. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · TAX_FNCACT_CHAIRMAN

    Open source ↗
  27. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · TRAFFIC

    Open source ↗
  28. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · URBAN

    Open source ↗
  29. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · TRAFFIC

    Open source ↗
  30. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · TAX_DISEASE_PATHOGENS

    Open source ↗
  31. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · ENV_GREEN

    Open source ↗
  32. Global forum urges fast action on UN's SDGs

    Recorded role: co mention · GENERAL_GOVERNMENT

    Open source ↗
  33. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · DRONES

    Open source ↗
  34. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · EDUCATION

    Open source ↗
  35. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · LEADER

    Open source ↗
  36. sydneysun.com: Zhu Huarong, David Lopez Perez, Li Junhua (tax fncact assistants, wb 1921 private sector development)

    Recorded role: co mention · TAX_FNCACT_ASSISTANTS

    Open source ↗
  37. Global forum urges fast action on UN's SDGs

    Recorded role: co mention · EPU_ECONOMY

    Open source ↗
  38. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · SCIENCE

    Open source ↗
  39. From Puning's village to Times Square, Yingge dance wows global audiences

    Recorded role: co mention · Unclassified event

    Open source ↗
  40. Global forum urges fast action on UN's SDGs

    Recorded role: co mention · TAX_ETHNICITY_ASIAN

    Open source ↗
  41. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · TAX_DISEASE_PATHOGENS

    Open source ↗
  42. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · SOC_POINTSOFINTEREST_UNIVERSITY

    Open source ↗
  43. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · WB_1921_PRIVATE_SECTOR_DEVELOPMENT

    Open source ↗
  44. Smarter Cars, Robots and Disease Prevention: WSTDF Examines How Future Industries Take Shape

    Recorded role: co mention · SURVEILLANCE

    Open source ↗
  45. Thyssenkrupp and Inovance partner on steer-by-wire systems

    Recorded role: co mention · WB_1921_PRIVATE_SECTOR_DEVELOPMENT

    Open source ↗
  46. Belarus’ Deputy FM held meetings with UN representatives in New York

    Recorded role: co mention · WB_2433_CONFLICT_AND_VIOLENCE

    Open source ↗
  47. Print Article

    Recorded role: co mention · TAX_FNCACT_ACTOR

    Open source ↗
  48. Emmy Nominated Actor Mark Duplass Joins Cast of Upcoming Hulu Limited Series "Victoria"

    Recorded role: co mention · TAX_WORLDBIRDS_CUTTHROAT

    Open source ↗
  49. Mark Duplass Joins Hulu Limited Series 'Victoria'

    Recorded role: co mention · TAX_FNCACT_KILLER

    Open source ↗
  50. Mark Duplass Joins Cast of Hulu’s Erotic Thriller Limited Series ‘Victoria’

    Recorded role: co mention · TAX_FNCACT_PRODUCER

    Open source ↗
  51. 10 Times a Star-Studded Ensemble Cast Couldn’t Save the Box Office Numbers

    Recorded role: co mention · Unclassified event

    Open source ↗
  52. businessghana.com: Li Junhua, Sustainable Development Goal (self identified human rights, wb 2203 human rights)

    Recorded role: co mention · SELF_IDENTIFIED_HUMAN_RIGHTS

    Open source ↗
  53. Nicolas Cage Refuses Amazon's Request to Allow AI Use in His Series

    Recorded role: co mention · TAX_FNCACT_DIRECTORS

    Open source ↗
  54. Nicolas Cage, 62, will 'probably not' work with AI-prone Amazon again

    Recorded role: co mention · MEDIA_SOCIAL

    Open source ↗
  55. The 15 TV shows we’re excited about this summer

    Recorded role: co mention · Unclassified event

    Open source ↗
  56. The Top 5 Scariest DUNGEON CRAWLER CARL Scenes

    Recorded role: co mention · Unclassified event

    Open source ↗
  57. From guardian to guide: Shanxi temple draws visitors

    Recorded role: co mention · MANMADE_DISASTER_IMPLIED

    Open source ↗
  58. From guardian to guide: Shanxi temple draws visitors

    Recorded role: co mention · MANMADE_DISASTER_IMPLIED

    Open source ↗
  59. From guardian to guide: Shanxi temple draws visitors

    Recorded role: co mention · TAX_FNCACT_VOLUNTEER

    Open source ↗
  60. vietnamnews.vn: Affairs Li Junhua, United Nations, United Nations (uspec policy1, uspec policy1)

    Recorded role: co mention · USPEC_POLICY1

    Open source ↗
  61. prestigeonline.com: Kong Hans, Kong Hans, Kong Hans (tax worldfish fish, tax worldfish fish)

    Recorded role: co mention · TAX_WORLDFISH_FISH

    Open source ↗
  62. Ancient temple draws visitors as cultural tourism booms in Shanxi

    Recorded role: co mention · TAX_FNCACT_TOURISTS

    Open source ↗
  63. China Focus: Ancient temple draws visitors as cultural tourism booms in Shanxi

    Recorded role: co mention · TAX_FNCACT_SECRETARY

    Open source ↗
  64. China Focus: Ancient temple draws visitors as cultural tourism booms in Shanxi

    Recorded role: co mention · MANMADE_DISASTER_IMPLIED

    Open source ↗

Signals to inspect

Anomalies

Latest 10 in the selected window (up to 10). Detector output, not verified conclusions.

low · tone shift

Tone shift: score -0.7 deviates 2.2σ from baseline mean 2.9 (stddev 1.61)

low · tone shift

Tone shift: score -0.7 deviates 2.4σ from baseline mean 3.0 (stddev 1.53)

medium · tone shift

Tone shift: score -0.7 deviates 3.0σ from baseline mean 3.4 (stddev 1.35)

high · new connection

New connection: 3 previously unseen co-actor(s) detected (known network: 27)

low · volume spike

Volume spike: 3 events in window (2.1x baseline of 1.5 expected)

low · volume spike

Volume spike: 2 events in window (2.0x baseline of 1.0 expected)

high · new connection

New connection: 11 previously unseen co-actor(s) detected (known network: 260)

high · new connection

New connection: 7 previously unseen co-actor(s) detected (known network: 253)

medium · volume spike

Volume spike: 3 events in window (3.0x baseline of 1.0 expected)

high · new connection

New connection: 4 previously unseen co-actor(s) detected (known network: 249)

Narrative context

Unresolved threads

Latest 20 at most, across all dates. Stored narratives require human review.

No unresolved threads recorded.

Stored connections

Relationships

Up to 50 records ordered by evidence count, across all dates. Co-mentions indicate association in source material, not affiliation or coordination.

Ask this desk

Desk analyst

Read-only questions about Li Junhua's stored record. Answers cite only records retrieved for that turn; a citation chip opens the existing inspection view. Absence of matches is not evidence of inactivity.

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Identity is the existing actor registry record. Entity resolution and source coverage may be incomplete.