Bhārata Strata · Maharashtra · Chhatrapati Sambhajinagar · morphological twins

Places like cell 4690000006

The MH-36 locality cells most similar to this Chhatrapati Sambhajinagar 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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000771

distance 0.165

#2 · Parbhanicell 4890001980

distance 0.181 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001965

distance 0.198

#4 · Chhatrapati Sambhajinagarcell 4690000997

distance 0.203

#5 · Buldhanacell 4720002530

distance 0.209 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000089

distance 0.214

#7 · Chhatrapati Sambhajinagarcell 4690000990

distance 0.216

#8 · Parbhanicell 4890002075

distance 0.221 · cross-district

#9 · Solapurcell 4960005735

distance 0.224 · cross-district

#10 · Jalnacell 4790004153

distance 0.225 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000616

distance 0.225

#12 · Parbhanicell 4890003149

distance 0.228 · cross-district

#13 · Beedcell 4700007979

distance 0.228 · cross-district

#14 · Kolhapurcell 4800004947

distance 0.232 · cross-district

#15 · Wardhacell 4980004542

distance 0.233 · cross-district

#16 · Solapurcell 4960007712

distance 0.234 · cross-district

#17 · Parbhanicell 4890002416

distance 0.234 · cross-district

#18 · Ahmednagarcell 4660009474

distance 0.234 · 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":469,"cluster_id":4690000006}}}'

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.