Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000047

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870002879

distance 0.194 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690001531

distance 0.235 · cross-district

#3 · Ahmednagarcell 4660013177

distance 0.241 · cross-district

#4 · Beedcell 4700007064

distance 0.244 · cross-district

#5 · Dharashivcell 4880000070

distance 0.246 · cross-district

#6 · Ahmednagarcell 4660003171

distance 0.248 · cross-district

#7 · Beedcell 4700006764

distance 0.249 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004584

distance 0.251 · cross-district

#9 · Solapurcell 4960009864

distance 0.251 · cross-district

#10 · Dharashivcell 4880000716

distance 0.259 · cross-district

#11 · Ahmednagarcell 4660012685

distance 0.259 · cross-district

#12 · Dharashivcell 4880002341

distance 0.262 · cross-district

#13 · Parbhanicell 4890001954

distance 0.263 · cross-district

#14 · Dharashivcell 4880006366

distance 0.264 · cross-district

#15 · Nandedcell 4850004284

distance 0.265 · cross-district

#16 · Parbhanicell 4890003002

distance 0.267 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003575

distance 0.268 · cross-district

#18 · Laturcell 4810003498

distance 0.269 · 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":4940000047}}}'

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.