Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002603

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000037

distance 0.169 · cross-district

#2 · Parbhanicell 4890002202

distance 0.186

#3 · Parbhanicell 4890001692

distance 0.191

#4 · Parbhanicell 4890002278

distance 0.191

#5 · Parbhanicell 4890002946

distance 0.192

#6 · Parbhanicell 4890002519

distance 0.199

#7 · Hingolicell 4770000333

distance 0.207 · cross-district

#8 · Akolacell 4670000569

distance 0.208 · cross-district

#9 · Parbhanicell 4890002530

distance 0.219

#10 · Ahmednagarcell 4660012393

distance 0.221 · cross-district

#11 · Parbhanicell 4890002204

distance 0.223

#12 · Parbhanicell 4890003337

distance 0.224

#13 · Parbhanicell 4890001693

distance 0.224

#14 · Jalgaoncell 4780005752

distance 0.224 · cross-district

#15 · Solapurcell 4960004260

distance 0.225 · cross-district

#16 · Parbhanicell 4890003822

distance 0.225

#17 · Parbhanicell 4890001786

distance 0.226

#18 · Parbhanicell 4890002000

distance 0.227

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":4890002603}}}'

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.