Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002517

The MH-36 locality cells most similar to this Parbhani 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001922

distance 0.18

#2 · Parbhanicell 4890002515

distance 0.186

#3 · Parbhanicell 4890003337

distance 0.188

#4 · Parbhanicell 4890002010

distance 0.194

#5 · Parbhanicell 4890001776

distance 0.216

#6 · Ahmednagarcell 4660011909

distance 0.227 · cross-district

#7 · Parbhanicell 4890001666

distance 0.228

#8 · Parbhanicell 4890002519

distance 0.229

#9 · Parbhanicell 4890003185

distance 0.231

#10 · Parbhanicell 4890002000

distance 0.234

#11 · Chhatrapati Sambhajinagarcell 4690000047

distance 0.237 · cross-district

#12 · Ahmednagarcell 4660010284

distance 0.238 · cross-district

#13 · Parbhanicell 4890003007

distance 0.239

#14 · Solapurcell 4960009812

distance 0.245 · cross-district

#15 · Ahmednagarcell 4660012393

distance 0.248 · cross-district

#16 · Parbhanicell 4890001841

distance 0.249

#17 · Parbhanicell 4890002031

distance 0.25

#18 · Parbhanicell 4890002593

distance 0.251

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":489,"cluster_id":4890002517}}}'

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.