Bhārata Strata · Maharashtra · Chhatrapati Sambhajinagar · morphological twins

Places like cell 4690000009

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007523

distance 0.185 · cross-district

#2 · Beedcell 4700007714

distance 0.193 · cross-district

#3 · Jalgaoncell 4780004194

distance 0.195 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002077

distance 0.195

#5 · Parbhanicell 4890002067

distance 0.198 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002987

distance 0.2

#7 · Beedcell 4700007719

distance 0.2 · cross-district

#8 · Parbhanicell 4890001659

distance 0.205 · cross-district

#9 · Parbhanicell 4890002486

distance 0.209 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001981

distance 0.209

#11 · Parbhanicell 4890002254

distance 0.21 · cross-district

#12 · Parbhanicell 4890002509

distance 0.213 · cross-district

#13 · Beedcell 4700007621

distance 0.213 · cross-district

#14 · Solapurcell 4960010733

distance 0.217 · cross-district

#15 · Parbhanicell 4890002655

distance 0.218 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002883

distance 0.219

#17 · Beedcell 4700005765

distance 0.219 · cross-district

#18 · Solapurcell 4960012113

distance 0.22 · 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":4690000009}}}'

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.