Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000891

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.449

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690003010

distance 0.449 · cross-district

#2 · Sanglicell 4930005901

distance 0.482 · cross-district

#3 · Sataracell 4940000718

distance 0.495

#4 · Kolhapurcell 4800004274

distance 0.497 · cross-district

#5 · Sataracell 4940004719

distance 0.506

#6 · Punecell 4900005797

distance 0.516 · cross-district

#7 · Sataracell 4940004463

distance 0.521

#8 · Ahmednagarcell 4660012915

distance 0.522 · cross-district

#9 · Nagpurcell 4840004717

distance 0.526 · cross-district

#10 · Nashikcell 4870010710

distance 0.53 · cross-district

#11 · Sataracell 4940004346

distance 0.533

#12 · Sataracell 4940004827

distance 0.535

#13 · Punecell 4900002012

distance 0.538 · cross-district

#14 · Sataracell 4940000833

distance 0.541

#15 · Ahmednagarcell 4660005132

distance 0.542 · cross-district

#16 · Buldhanacell 4720006370

distance 0.551 · cross-district

#17 · Dhulecell 4740001081

distance 0.552 · cross-district

#18 · Dharashivcell 4880003411

distance 0.553 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940000891}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.