Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009732

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000217

distance 0.137 · cross-district

#2 · Bhandaracell 4710000098

distance 0.155 · cross-district

#3 · Bhandaracell 4710000308

distance 0.159 · cross-district

#4 · Chandrapurcell 4730009650

distance 0.174

#5 · Bhandaracell 4710000094

distance 0.175 · cross-district

#6 · Bhandaracell 4710000309

distance 0.176 · cross-district

#7 · Chandrapurcell 4730009545

distance 0.178

#8 · Chandrapurcell 4730009345

distance 0.179

#9 · Bhandaracell 4710000004

distance 0.18 · cross-district

#10 · Chandrapurcell 4730009731

distance 0.184

#11 · Chandrapurcell 4730009346

distance 0.187

#12 · Bhandaracell 4710000019

distance 0.188 · cross-district

#13 · Chandrapurcell 4730009540

distance 0.188

#14 · Chandrapurcell 4730009006

distance 0.194

#15 · Chandrapurcell 4730008658

distance 0.195

#16 · Wardhacell 4980000842

distance 0.195 · cross-district

#17 · Bhandaracell 4710000219

distance 0.196 · cross-district

#18 · Chandrapurcell 4730008271

distance 0.196

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":4730009732}}}'

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.