Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000007

The MH-36 locality cells most similar to this Chandrapur 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000392

distance 0.174

#2 · Chandrapurcell 4730000398

distance 0.176

#3 · Gadchirolicell 4750001566

distance 0.221 · cross-district

#4 · Chandrapurcell 4730000271

distance 0.221

#5 · Chandrapurcell 4730000464

distance 0.222

#6 · Gadchirolicell 4750000991

distance 0.227 · cross-district

#7 · Chandrapurcell 4730000034

distance 0.229

#8 · Chandrapurcell 4730000310

distance 0.235

#9 · Chandrapurcell 4730000033

distance 0.236

#10 · Chandrapurcell 4730000537

distance 0.236

#11 · Gadchirolicell 4750001608

distance 0.242 · cross-district

#12 · Chandrapurcell 4730000218

distance 0.242

#13 · Chandrapurcell 4730000022

distance 0.242

#14 · Chandrapurcell 4730000087

distance 0.243

#15 · Chandrapurcell 4730000165

distance 0.245

#16 · Chandrapurcell 4730000078

distance 0.246

#17 · Chandrapurcell 4730000206

distance 0.253

#18 · Gadchirolicell 4750001215

distance 0.255 · 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":473,"cluster_id":4730000007}}}'

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.