Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007656

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007655

distance 0.115

#2 · Chandrapurcell 4730007657

distance 0.122

#3 · Chandrapurcell 4730008631

distance 0.168

#4 · Chandrapurcell 4730008070

distance 0.184

#5 · Chandrapurcell 4730007765

distance 0.19

#6 · Chandrapurcell 4730006540

distance 0.192

#7 · Chandrapurcell 4730008250

distance 0.195

#8 · Chandrapurcell 4730007973

distance 0.196

#9 · Chandrapurcell 4730008331

distance 0.203

#10 · Chandrapurcell 4730007788

distance 0.208

#11 · Chandrapurcell 4730007789

distance 0.215

#12 · Chandrapurcell 4730008333

distance 0.215

#13 · Chandrapurcell 4730007563

distance 0.215

#14 · Chandrapurcell 4730007785

distance 0.217

#15 · Chandrapurcell 4730008332

distance 0.218

#16 · Wardhacell 4980000608

distance 0.219 · cross-district

#17 · Chandrapurcell 4730008658

distance 0.221

#18 · Chandrapurcell 4730008254

distance 0.222

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":4730007656}}}'

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.