Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009021

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008195

distance 0.178

#2 · Chandrapurcell 4730003228

distance 0.18

#3 · Chandrapurcell 4730008544

distance 0.195

#4 · Chandrapurcell 4730008506

distance 0.201

#5 · Chandrapurcell 4730008618

distance 0.204

#6 · Chandrapurcell 4730008005

distance 0.217

#7 · Bhandaracell 4710000163

distance 0.218 · cross-district

#8 · Chandrapurcell 4730009653

distance 0.221

#9 · Chandrapurcell 4730008483

distance 0.223

#10 · Chandrapurcell 4730009029

distance 0.224

#11 · Chandrapurcell 4730008543

distance 0.227

#12 · Bhandaracell 4710000005

distance 0.228 · cross-district

#13 · Chandrapurcell 4730007804

distance 0.23

#14 · Chandrapurcell 4730005780

distance 0.23

#15 · Wardhacell 4980000730

distance 0.231 · cross-district

#16 · Bhandaracell 4710000287

distance 0.234 · cross-district

#17 · Gadchirolicell 4750007407

distance 0.235 · cross-district

#18 · Chandrapurcell 4730006660

distance 0.235

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":4730009021}}}'

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.