Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001260

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920004524

distance 0.238 · cross-district

#2 · Ratnagiricell 4920004471

distance 0.239 · cross-district

#3 · Sataracell 4940001322

distance 0.262

#4 · Ratnagiricell 4920004318

distance 0.268 · cross-district

#5 · Sataracell 4940001262

distance 0.268

#6 · Ratnagiricell 4920004421

distance 0.271 · cross-district

#7 · Sataracell 4940001323

distance 0.273

#8 · Sataracell 4940001261

distance 0.279

#9 · Ratnagiricell 4920004846

distance 0.299 · cross-district

#10 · Ratnagiricell 4920004369

distance 0.299 · cross-district

#11 · Sataracell 4940001469

distance 0.305

#12 · Ratnagiricell 4920005142

distance 0.31 · cross-district

#13 · Ratnagiricell 4920004848

distance 0.315 · cross-district

#14 · Sataracell 4940000579

distance 0.332

#15 · Nagpurcell 4840007425

distance 0.336 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003820

distance 0.337 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002085

distance 0.339 · cross-district

#18 · Ratnagiricell 4920006500

distance 0.347 · 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":4940001260}}}'

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.