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Sentinels / Actor desk

Gurpreet Kaur

person · Registry status: unverified

2d941ecb-6565-5eaa-86ef-064af307ec4b

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

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

  1. Sikhs should never forget 1984 massacre: BJP MP Ravi Shankar Prasad at Chandigarh conclave - The Tribune

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  2. BJP to up the ante in Punjab with conclave featuring victims, eyewitness of 1984 Sikh massacre - The Tribune

    Recorded role: co mention · TAX_FNCACT_VICTIM

    Open source ↗
  3. Amritsar basks in pedallers’ glory; 4 Punjab girls pocket gold in Ranchi - The Tribune

    Recorded role: co mention · Unclassified event

    Open source ↗
  4. BJP to organise 1-day conclave on 1984 anti-Sikh riots today

    Recorded role: co mention · AFFECT

    Open source ↗
  5. Gippy Grewal, Babbu Maan, Satinder Sartaaj attend final rites of Honey Singh's nephew Divit Aulakh; Gurpreet Ghuggi raises road safety concerns

    Recorded role: co mention · TAX_FNCACT_COMEDIAN

    Open source ↗
  6. Remembrance Day ceremonies will be held in Brantford, County of Brant

    Recorded role: co mention · TAX_FNCACT_WOMEN

    Open source ↗
  7. Punjab CMs wife tells Chandigarh court: No objection if Justice Ranjit Singh’s name is deleted from suit - The Tribune

    Recorded role: co mention · WB_678_DIGITAL_GOVERNMENT

    Open source ↗
  8. BJP to hold 1984 riots conclave in Chandigarh as Rahul Gandhi kicks off Congress campaign in Sangrur - The Tribune

    Recorded role: co mention · TAX_FNCACT_SPOKESPERSON

    Open source ↗
  9. Surrey teacher recognized with Heritage Defender Award - Peace Arch News

    Recorded role: co mention · SOC_POINTSOFINTEREST_SCHOOLS

    Open source ↗
  10. Surrey teacher recognized with Heritage Defender Award - Cloverdale Reporter

    Recorded role: co mention · SOC_POINTSOFINTEREST_SCHOOLS

    Open source ↗
  11. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · CRISISLEX_CRISISLEXREC

    Open source ↗
  12. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · GENERAL_HEALTH

    Open source ↗
  13. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_JUDGE

    Open source ↗
  14. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · KILL

    Open source ↗
  15. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILD

    Open source ↗
  16. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · KILL

    Open source ↗
  17. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · AFFECT

    Open source ↗
  18. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_SUPERVISOR

    Open source ↗
  19. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · SECURITY_SERVICES

    Open source ↗
  20. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · LEGISLATION

    Open source ↗
  21. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · SECURITY_SERVICES

    Open source ↗
  22. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_WORKERS

    Open source ↗
  23. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILD

    Open source ↗
  24. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_JUDGE

    Open source ↗
  25. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_ETHNICITY_AUSTRALIAN

    Open source ↗
  26. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_SUPERVISOR

    Open source ↗
  27. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  28. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDREN

    Open source ↗
  29. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TRIAL

    Open source ↗
  30. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TRIAL

    Open source ↗
  31. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  32. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · LEGISLATION

    Open source ↗
  33. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · AFFECT

    Open source ↗
  34. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · GENERAL_HEALTH

    Open source ↗
  35. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_SUPPORTERS

    Open source ↗
  36. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TRIAL

    Open source ↗
  37. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_ETHNICITY_AUSTRALIAN

    Open source ↗
  38. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · KILL

    Open source ↗
  39. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · AFFECT

    Open source ↗
  40. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TRIAL

    Open source ↗
  41. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · BAN

    Open source ↗
  42. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDREN

    Open source ↗
  43. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · CRISISLEX_CRISISLEXREC

    Open source ↗
  44. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  45. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_SUPPORTERS

    Open source ↗
  46. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · BAN

    Open source ↗
  47. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_WORKER

    Open source ↗
  48. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_ETHNICITY_AUSTRALIAN

    Open source ↗
  49. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · SECURITY_SERVICES

    Open source ↗
  50. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_JUDGE

    Open source ↗
  51. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · CRISISLEX_CRISISLEXREC

    Open source ↗
  52. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · LEGISLATION

    Open source ↗
  53. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_INSPECTOR

    Open source ↗
  54. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · CRISISLEX_CRISISLEXREC

    Open source ↗
  55. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_SUPERVISOR

    Open source ↗
  56. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  57. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDCARE_WORKER

    Open source ↗
  58. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · WB_696_PUBLIC_SECTOR_MANAGEMENT

    Open source ↗
  59. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDCARE_WORKER

    Open source ↗
  60. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · BAN

    Open source ↗
  61. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_SUPPORTERS

    Open source ↗
  62. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · AFFECT

    Open source ↗
  63. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_SUPERVISOR

    Open source ↗
  64. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDCARE_WORKER

    Open source ↗
  65. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILD

    Open source ↗
  66. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  67. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · BAN

    Open source ↗
  68. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDCARE_WORKER

    Open source ↗
  69. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDCARE_WORKER

    Open source ↗
  70. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  71. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_INSPECTOR

    Open source ↗
  72. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDREN

    Open source ↗
  73. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · CRISISLEX_CRISISLEXREC

    Open source ↗
  74. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  75. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_FNCACT_WORKER

    Open source ↗
  76. Fines for childcare centre and worker for toddler death

    Recorded role: co mention · TAX_ETHNICITY_AUSTRALIAN

    Open source ↗
  77. Childcare centre and worker fined over toddler death

    Recorded role: co mention · LEGISLATION

    Open source ↗
  78. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDREN

    Open source ↗
  79. Childcare centre and worker fined over toddler death

    Recorded role: co mention · CRISISLEX_CRISISLEXREC

    Open source ↗
  80. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDCARE_WORKER

    Open source ↗
  81. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_WORKER

    Open source ↗
  82. Childcare centre and worker fined over toddler death

    Recorded role: co mention · GENERAL_HEALTH

    Open source ↗
  83. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_CHILDCARE_WORKER

    Open source ↗
  84. Childcare centre and worker fined over toddler death

    Recorded role: co mention · CRISISLEX_T11_UPDATESSYMPATHY

    Open source ↗
  85. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_JUDGE

    Open source ↗
  86. Childcare centre and worker fined over toddler death

    Recorded role: co mention · KILL

    Open source ↗
  87. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_SUPPORTERS

    Open source ↗
  88. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  89. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  90. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_SUPPORTERS

    Open source ↗
  91. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_SUPERVISOR

    Open source ↗
  92. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_SUPPORTERS

    Open source ↗
  93. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_FNCACT_WORKERS

    Open source ↗
  94. Childcare centre and worker fined over toddler death

    Recorded role: co mention · TAX_ETHNICITY_AUSTRALIAN

    Open source ↗
  95. 22-yr-old woman killed, 2 hurt as car hits auto on GT Road in Amritsar - The Tribune

    Recorded role: co mention · ARREST

    Open source ↗
  96. 22-year-old woman killed as speeding Innova rams auto carrying 12 in Amritsar

    Recorded role: co mention · WB_2024_ANTI_CORRUPTION_AUTHORITIES

    Open source ↗
  97. BB 20: Love Gill pregnancy rumours, Gurpreet breaks silence

    Recorded role: co mention · TAX_FNCACT_ACTOR

    Open source ↗
  98. Festive season check in Patiala: ‘Adulterated’ dairy products seized, 21 notices issued - The Tribune

    Recorded role: co mention · WB_180_FOOD_SAFETY

    Open source ↗
  99. indiankanoon.org: Talib Hussain, Talib Hussain, Rohan Mazumdar (tax fncact officer, tax fncact officer)

    Recorded role: co mention · TAX_FNCACT_OFFICER

    Open source ↗
  100. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · TAX_FNCACT_FACULTY

    Open source ↗
  101. Row erupts as Ludhiana MC issues property ID for disputed house - The Tribune

    Recorded role: co mention · TRIAL

    Open source ↗
  102. Man kills minor daughter in Hariana village - The Tribune

    Recorded role: co mention · TAX_FNCACT_STUDENT

    Open source ↗
  103. Tragic Incident: Father Allegedly Kills Teenage Daughter In Hoshiarpur

    Recorded role: co mention · RURAL

    Open source ↗
  104. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · ARMEDCONFLICT

    Open source ↗
  105. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · EDUCATION

    Open source ↗
  106. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · MEDIA_SOCIAL

    Open source ↗
  107. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · TAX_FNCACT_FOUNDER

    Open source ↗
  108. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · TAX_FNCACT_FACILITATOR

    Open source ↗
  109. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · IDEOLOGY

    Open source ↗
  110. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · GENERAL_HEALTH

    Open source ↗
  111. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · CRISISLEX_T11_UPDATESSYMPATHY

    Open source ↗
  112. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · TAX_FNCACT_ORGANIZERS

    Open source ↗
  113. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · MANMADE_DISASTER_IMPLIED

    Open source ↗
  114. At Maryland university, students use photos to build interfaith understanding

    Recorded role: co mention · TAX_FNCACT_ORGANIZERS

    Open source ↗
  115. ‘Main Bahut Mushkil Se Nikli Hoon’: Love Gill Recalls Gurpreet Ghuggi Controversy As She Calls Out Scout For 'Spoiling' Her Career?

    Recorded role: co mention · Unclassified event

    Open source ↗
  116. Valmiki, Majhbi Sikh leaders push for population-proportionate seat allocation in Punjab - The Tribune

    Recorded role: co mention · TAX_FNCACT_CHAIRPERSON

    Open source ↗
  117. From Village Looms to National Radio: Punjab's Nav-Trinjan Women Win Spotlight on Mann Ki Baat

    Recorded role: co mention · TAX_FNCACT_DIRECTOR

    Open source ↗
  118. NCUI Organises Co-op Study for Asian Law College Students

    Recorded role: co mention · MARITIME

    Open source ↗
  119. 60 teachers attend CBSE maths capacity-building workshop - The Tribune

    Recorded role: co mention · TAX_FNCACT_HEADMISTRESS

    Open source ↗
  120. Man bludgeoned to death at home in Ladian Kalan village - The Tribune

    Recorded role: co mention · TAX_FNCACT_VICTIM

    Open source ↗
  121. Airport harassment was revenge for AAP stand against CEC: Mann - The Tribune

    Recorded role: co mention · TAX_ECON_PRICE

    Open source ↗
  122. moneycontrol.com: Gyanesh Kumar, Gyanesh Kumar, Baltej Pannu (arrest, crisislex c07 safety)

    Recorded role: co mention · ARREST

    Open source ↗
  123. Punjab CM airport episode: 2-hour harassment was revenge for AAPs fight against CEC Gyanesh, alleges Mann - The Tribune

    Recorded role: co mention · WB_167_PORTS

    Open source ↗
  124. ‘I can’t sleep at night’: international students forced to navigate the impact of Labor’s sudden visa changes

    Recorded role: co mention · LEGISLATION

    Open source ↗
  125. Singer Rashmi Aarya And Music composer and Director Ramji Gulati Promotes the song “Maiya Ke Sang “Across Mumbai’s Biggest Festive Celebrations, Receives Overwhelming Love from Devotees

    Recorded role: co mention · TAX_WORLDLANGUAGES_MAHARASHTRA

    Open source ↗
  126. ‘You understand, right?’ Pearl Mackie on Baby and the realities mothers face in prison

    Recorded role: co mention · TAX_FNCACT_ACTRESS

    Open source ↗
  127. AAP claims Mann faced 3-hour wait, Rs 50,000 challan at Delhi airport - OrissaPOST

    Recorded role: co mention · AGRICULTURE

    Open source ↗
  128. Punjab CM waits at Delhi airport for three hours, fined Rs 50,000 'custom fine'

    Recorded role: co mention · TAX_TERROR_GROUP_SHIROMANI_AKALI_DAL

    Open source ↗
  129. From Study Visas to Crime: Punjabi Young People in Canada

    Recorded role: co mention · ARREST

    Open source ↗
  130. Baby at Brixton House – review

    Recorded role: co mention · TAX_FNCACT_BABY

    Open source ↗
  131. AAP appoints Deepak Bali Jalandhar Cantt in-charge, replaces Rajwinder Kaur Thiara - The Tribune

    Recorded role: co mention · TOURISM

    Open source ↗
  132. Another panel, same challenge: Patiala MC struggles to curb illegal constructions - The Tribune

    Recorded role: co mention · LEADER

    Open source ↗
  133. Baby review – Pearl Mackie is meticulous as an abuse survivor

    Recorded role: co mention · TAX_FNCACT_WOMEN

    Open source ↗
  134. Baby review – Pearl Mackie is meticulous as an abuse survivor - AOL

    Recorded role: co mention · TAX_FNCACT_WOMAN

    Open source ↗
  135. 8 shots fired at ex-councillor’s house in Baltana - The Tribune

    Recorded role: co mention · WOUND

    Open source ↗
  136. 20-yr-old strangled to death in Amritsar; Haryana youth booked - The Tribune

    Recorded role: co mention · TAX_WORLDLANGUAGES_RUSSIA

    Open source ↗
  137. Anti-CEC protest: Right-wing group members assault protesters at Connaught Place

    Recorded role: co mention · TAX_MILITARY_TITLE_OFFICER

    Open source ↗
  138. indiankanoon.org: Manjeet Kaur, Manjeet Kaur, Sachin Datta (tax fncact women, justice)

    Recorded role: co mention · TAX_FNCACT_WOMEN

    Open source ↗
  139. BDO appoints three new sector heads across UK and Ireland

    Recorded role: co mention · GENERAL_GOVERNMENT

    Open source ↗
  140. COBI holds Capacity-Building Program; Apte Chief Guest

    Recorded role: co mention · SOC_INNOVATION

    Open source ↗
  141. Washington Sikh community Supports 75 Forests In Amritsar For City’s 450th Anniversary - News India Times

    Recorded role: co mention · TAX_FNCACT_OFFICIALS

    Open source ↗
  142. aninews.in: Sumithra Ranganathan, Gurpreet Kohli, Verizon (leader, leader)

    Recorded role: co mention · LEADER

    Open source ↗
  143. indiankanoon.org: Gurpreet Das, Gaurav Singh Gosain, Gaurav Singh Gosain (crisislex c07 safety, crisislex c07 safety)

    Recorded role: co mention · CRISISLEX_C07_SAFETY

    Open source ↗
  144. indiankanoon.org: Shri Hitesh, Sahil Sharma, Navin Kumar (tax fncact deputy, natural disaster extreme cold)

    Recorded role: co mention · TAX_FNCACT_DEPUTY

    Open source ↗
  145. indiankanoon.org: Shri Tushar Bhardwaj, Navin Kumar, Navin Kumar (tax fncact driver, tax fncact driver)

    Recorded role: co mention · TAX_FNCACT_DRIVER

    Open source ↗
  146. indiankanoon.org: Satinder Kaur Satwinder Kaur, Mukesh Kumar Yadav, Pranay Sethi (wb 2745 job quality and labor market performance, wb 2745 job quality and labor market performance)

    Recorded role: co mention · WB_2745_JOB_QUALITY_AND_LABOR_MARKET_PERFORMANCE

    Open source ↗
  147. ED summons Punjab CM’s brother-in-law over bribery probe

    Recorded role: co mention · USPEC_POLITICS_GENERAL1

    Open source ↗
  148. ED summons Punjab CM Bhagwant Mann kin in 5 crore graft case

    Recorded role: co mention · RAPE

    Open source ↗
  149. Nominees announced for 30th annual Abbotsford Business Excellence Awards - Abbotsford News

    Recorded role: co mention · EPU_ECONOMY_HISTORIC

    Open source ↗
  150. ED summons Mann’s relative in ₹5-cr bribery charge linked to his wife

    Recorded role: co mention · TAX_FNCACT_FATHER

    Open source ↗
  151. ED summons Bhagwant Mann’s relative Amardeep Grewal in alleged Rs 5 cr bribe demand linked to his wife

    Recorded role: co mention · CRISISLEX_CRISISLEXREC

    Open source ↗
  152. ED summons Punjab CM Mann’s co-brother in Rs 5-crore bribery case involving his wife - The Tribune

    Recorded role: co mention · TAX_WORLDMAMMALS_HUMAN

    Open source ↗

Signals to inspect

Anomalies

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

high · new connection

New connection: 27 previously unseen co-actor(s) detected (known network: 146)

medium · volume spike

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

low · volume spike

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

high · new connection

New connection: 4 previously unseen co-actor(s) detected (known network: 142)

high · new connection

New connection: 21 previously unseen co-actor(s) detected (known network: 127)

low · volume spike

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

medium · tone shift

Tone shift: score 5.0 deviates 3.5σ from baseline mean -4.0 (stddev 2.60)

medium · volume spike

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

medium · tone shift

Tone shift: score 5.0 deviates 3.7σ from baseline mean -4.1 (stddev 2.47)

medium · tone shift

Tone shift: score 5.0 deviates 3.9σ from baseline mean -4.2 (stddev 2.34)

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 Gurpreet Kaur'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.