Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009040

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009039

distance 0.069

#2 · Chandrapurcell 4730008902

distance 0.138

#3 · Chandrapurcell 4730008933

distance 0.161

#4 · Chandrapurcell 4730007357

distance 0.17

#5 · Chandrapurcell 4730007336

distance 0.171

#6 · Bhandaracell 4710000600

distance 0.187 · cross-district

#7 · Bhandaracell 4710001293

distance 0.191 · cross-district

#8 · Bhandaracell 4710000738

distance 0.193 · cross-district

#9 · Chandrapurcell 4730007359

distance 0.196

#10 · Chandrapurcell 4730009042

distance 0.199

#11 · Chandrapurcell 4730006689

distance 0.2

#12 · Chandrapurcell 4730006348

distance 0.201

#13 · Gadchirolicell 4750010180

distance 0.212 · cross-district

#14 · Bhandaracell 4710001378

distance 0.214 · cross-district

#15 · Bhandaracell 4710000060

distance 0.215 · cross-district

#16 · Chandrapurcell 4730007581

distance 0.215

#17 · Chandrapurcell 4730007239

distance 0.217

#18 · Bhandaracell 4710001248

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":473,"cluster_id":4730009040}}}'

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.