Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008647

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008723

distance 0.102

#2 · Chandrapurcell 4730009217

distance 0.168

#3 · Chandrapurcell 4730009218

distance 0.222

#4 · Chandrapurcell 4730008653

distance 0.241

#5 · Chandrapurcell 4730009155

distance 0.257

#6 · Bhandaracell 4710001719

distance 0.267 · cross-district

#7 · Chandrapurcell 4730009153

distance 0.269

#8 · Chandrapurcell 4730009274

distance 0.283

#9 · Gadchirolicell 4750010634

distance 0.29 · cross-district

#10 · Chandrapurcell 4730009216

distance 0.299

#11 · Chandrapurcell 4730009154

distance 0.3

#12 · Gadchirolicell 4750010982

distance 0.302 · cross-district

#13 · Chandrapurcell 4730005966

distance 0.313

#14 · Chandrapurcell 4730008722

distance 0.315

#15 · Chandrapurcell 4730008803

distance 0.315

#16 · Chandrapurcell 4730008588

distance 0.319

#17 · Bhandaracell 4710001199

distance 0.32 · cross-district

#18 · Bhandaracell 4710001667

distance 0.324 · 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":4730008647}}}'

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.