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Shilpa Sakhi Mandal

person · Registry status: unverified

611201ee-ff8f-5ecc-a2b3-e24a0a1e02fa

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

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

  1. Gallery Sumukha: 30 years of framing Bengaluru's art landscape | Mint

    Recorded role: co mention · TAX_FNCACT_FOUNDER

    Open source ↗
  2. Gujarat CM participates in Maha Aarti at Navratri Garba Mahotsav

    Recorded role: co mention · TAX_WORLDLANGUAGES_AMBA

    Open source ↗
  3. srilankasource.com: Narendra Modi, Navratri Garba Mahotsav, Sakhi Mandals (tax fncact officers, tax fncact officers)

    Recorded role: co mention · TAX_FNCACT_OFFICERS

    Open source ↗
  4. aninews.in: Sanjeev Kumar, Manoj Kumar Das, Maha Aarti (wb 566 environment and natural resources, wb 1777 forests)

    Recorded role: co mention · WB_566_ENVIRONMENT_AND_NATURAL_RESOURCES

    Open source ↗
  5. Gujarat CM participates in Maha Aarti at Navratri Garba Mahotsav

    Recorded role: co mention · TAX_FNCACT_POLICE_COMMISSIONER

    Open source ↗
  6. Fintech Sakhi brings digital banking closer to tribal communities in Gujarat

    Recorded role: co mention · TAX_FNCACT_CORRESPONDENT

    Open source ↗
  7. webindia123.com: Adi Shakti Maa Ambaji, Hitesh Barot, Somnath Swabhiman Parv (tax fncact chief, wb 698 trade)

    Recorded role: co mention · TAX_FNCACT_CHIEF

    Open source ↗
  8. aninews.in: Somnath Swabhiman Parv, Rann Utsav, Narendra Modi (tax fncact ambassadors, tax fncact women)

    Recorded role: co mention · TAX_FNCACT_AMBASSADORS

    Open source ↗
  9. Garba, heritage and development: Gujarat CM opens Vibrant Navratri in Ahmedabad

    Recorded role: co mention · TAX_FNCACT_AMBASSADORS

    Open source ↗
  10. Women-run Amul parlours planned in 18,000 villages: Gujarat CM

    Recorded role: co mention · CRISISLEX_T11_UPDATESSYMPATHY

    Open source ↗
  11. Gujarat CM opens 136 'Gram Haats' at bus stations to market Sakhi Mandal products

    Recorded role: co mention · GENERAL_GOVERNMENT

    Open source ↗
  12. From garba to global markets, Gujarat's Sakhi Mandal women turn heritage into enterprise

    Recorded role: co mention · UNGP_FORESTS_RIVERS_OCEANS

    Open source ↗
  13. aninews.in: Sakhi Mandals, Sakhi Mandals, Sakhi Mandal (epu economy, epu economy historic)

    Recorded role: co mention · EPU_ECONOMY

    Open source ↗
  14. From garba to global markets, Gujarats Sakhi Mandal women turn heritage into enterprise

    Recorded role: co mention · DELAY

    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: 16 previously unseen co-actor(s) detected (known network: 38)

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: 7 previously unseen co-actor(s) detected (known network: 31)

low · tone shift

Tone shift: score 1.3 deviates 2.2σ from baseline mean 3.9 (stddev 1.18)

high · new connection

New connection: 8 previously unseen co-actor(s) detected (known network: 25)

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: 21)

low · volume spike

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

medium · volume spike

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

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 Shilpa Sakhi Mandal'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.