Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004612

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001278

distance 0.171 · cross-district

#2 · Chandrapurcell 4730005187

distance 0.176

#3 · Chandrapurcell 4730005081

distance 0.182

#4 · Yavatmalcell 5000004311

distance 0.183 · cross-district

#5 · Chandrapurcell 4730005079

distance 0.185

#6 · Chandrapurcell 4730005273

distance 0.186

#7 · Bhandaracell 4710000702

distance 0.187 · cross-district

#8 · Chandrapurcell 4730002185

distance 0.194

#9 · Wardhacell 4980001358

distance 0.204 · cross-district

#10 · Wardhacell 4980001378

distance 0.204 · cross-district

#11 · Chandrapurcell 4730004706

distance 0.205

#12 · Gadchirolicell 4750010318

distance 0.205 · cross-district

#13 · Chandrapurcell 4730002075

distance 0.209

#14 · Wardhacell 4980000973

distance 0.212 · cross-district

#15 · Yavatmalcell 5000003421

distance 0.213 · cross-district

#16 · Parbhanicell 4890001694

distance 0.215 · cross-district

#17 · Chandrapurcell 4730008205

distance 0.219

#18 · Chandrapurcell 4730002262

distance 0.22

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":4730004612}}}'

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.