Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007282

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

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007394

distance 0.065

#2 · Chandrapurcell 4730006938

distance 0.135

#3 · Yavatmalcell 5000007554

distance 0.138 · cross-district

#4 · Yavatmalcell 5000004413

distance 0.14 · cross-district

#5 · Chandrapurcell 4730007501

distance 0.15

#6 · Yavatmalcell 5000006355

distance 0.155 · cross-district

#7 · Chandrapurcell 4730007114

distance 0.164

#8 · Chandrapurcell 4730007580

distance 0.169

#9 · Chandrapurcell 4730007340

distance 0.17

#10 · Chandrapurcell 4730006481

distance 0.171

#11 · Chandrapurcell 4730006601

distance 0.174

#12 · Chandrapurcell 4730007392

distance 0.174

#13 · Yavatmalcell 5000006351

distance 0.181 · cross-district

#14 · Yavatmalcell 5000006648

distance 0.182 · cross-district

#15 · Chandrapurcell 4730008153

distance 0.182

#16 · Wardhacell 4980002826

distance 0.184 · cross-district

#17 · Bhandaracell 4710000243

distance 0.184 · cross-district

#18 · Chandrapurcell 4730007571

distance 0.185

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":4730007282}}}'

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.