Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008341

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007453

distance 0.152

#2 · Bhandaracell 4710000493

distance 0.192 · cross-district

#3 · Chandrapurcell 4730008373

distance 0.197

#4 · Chandrapurcell 4730007338

distance 0.204

#5 · Chandrapurcell 4730009373

distance 0.208

#6 · Chandrapurcell 4730008988

distance 0.212

#7 · Chandrapurcell 4730007915

distance 0.22

#8 · Chandrapurcell 4730005071

distance 0.221

#9 · Chandrapurcell 4730008920

distance 0.235

#10 · Chandrapurcell 4730007353

distance 0.236

#11 · Gondiacell 4760000176

distance 0.237 · cross-district

#12 · Bhandaracell 4710000550

distance 0.238 · cross-district

#13 · Chandrapurcell 4730009225

distance 0.239

#14 · Chandrapurcell 4730005072

distance 0.241

#15 · Chandrapurcell 4730008576

distance 0.241

#16 · Chandrapurcell 4730008531

distance 0.243

#17 · Chandrapurcell 4730005677

distance 0.244

#18 · Chandrapurcell 4730007782

distance 0.251

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":4730008341}}}'

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.