Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009596

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009646

distance 0.147

#2 · Chandrapurcell 4730009227

distance 0.198

#3 · Chandrapurcell 4730009645

distance 0.2

#4 · Chandrapurcell 4730009230

distance 0.206

#5 · Chandrapurcell 4730009093

distance 0.212

#6 · Bhandaracell 4710001525

distance 0.215 · cross-district

#7 · Bhandaracell 4710001476

distance 0.222 · cross-district

#8 · Bhandaracell 4710001278

distance 0.223 · cross-district

#9 · Chandrapurcell 4730007580

distance 0.223

#10 · Bhandaracell 4710001462

distance 0.224 · cross-district

#11 · Gondiacell 4760000978

distance 0.225 · cross-district

#12 · Chandrapurcell 4730009162

distance 0.225

#13 · Nagpurcell 4840006381

distance 0.226 · cross-district

#14 · Bhandaracell 4710000886

distance 0.227 · cross-district

#15 · Bhandaracell 4710001272

distance 0.237 · cross-district

#16 · Chandrapurcell 4730008588

distance 0.239

#17 · Chandrapurcell 4730009163

distance 0.24

#18 · Gondiacell 4760000740

distance 0.245 · 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":4730009596}}}'

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.