Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005779

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005360

distance 0.135

#2 · Gadchirolicell 4750009368

distance 0.153 · cross-district

#3 · Chandrapurcell 4730005565

distance 0.154

#4 · Chandrapurcell 4730006466

distance 0.16

#5 · Chandrapurcell 4730005570

distance 0.165

#6 · Bhandaracell 4710000810

distance 0.174 · cross-district

#7 · Chandrapurcell 4730005785

distance 0.18

#8 · Chandrapurcell 4730006234

distance 0.182

#9 · Chandrapurcell 4730006235

distance 0.183

#10 · Chandrapurcell 4730005886

distance 0.184

#11 · Gadchirolicell 4750009363

distance 0.186 · cross-district

#12 · Gadchirolicell 4750010118

distance 0.186 · cross-district

#13 · Chandrapurcell 4730008377

distance 0.187

#14 · Chandrapurcell 4730006003

distance 0.188

#15 · Gadchirolicell 4750008867

distance 0.189 · cross-district

#16 · Chandrapurcell 4730005885

distance 0.19

#17 · Chandrapurcell 4730004493

distance 0.191

#18 · Chandrapurcell 4730004308

distance 0.191

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":4730005779}}}'

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.