Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003521

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002962

distance 0.104

#2 · Chandrapurcell 4730003370

distance 0.159

#3 · Chandrapurcell 4730003519

distance 0.166

#4 · Chandrapurcell 4730002961

distance 0.171

#5 · Chandrapurcell 4730003868

distance 0.175

#6 · Chandrapurcell 4730003112

distance 0.175

#7 · Chandrapurcell 4730002760

distance 0.181

#8 · Chandrapurcell 4730003601

distance 0.183

#9 · Chandrapurcell 4730003689

distance 0.192

#10 · Chandrapurcell 4730003608

distance 0.192

#11 · Chandrapurcell 4730002827

distance 0.201

#12 · Jalgaoncell 4780006186

distance 0.221 · cross-district

#13 · Chandrapurcell 4730003238

distance 0.224

#14 · Yavatmalcell 5000004289

distance 0.227 · cross-district

#15 · Chandrapurcell 4730002823

distance 0.227

#16 · Chandrapurcell 4730003529

distance 0.228

#17 · Chandrapurcell 4730003030

distance 0.23

#18 · Nandedcell 4850004483

distance 0.23 · 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":4730003521}}}'

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.