Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009213

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009221

distance 0.146

#2 · Chandrapurcell 4730009153

distance 0.164

#3 · Chandrapurcell 4730008722

distance 0.212

#4 · Chandrapurcell 4730009014

distance 0.216

#5 · Chandrapurcell 4730008648

distance 0.223

#6 · Chandrapurcell 4730009091

distance 0.224

#7 · Chandrapurcell 4730008651

distance 0.227

#8 · Chandrapurcell 4730009013

distance 0.229

#9 · Chandrapurcell 4730009163

distance 0.23

#10 · Chandrapurcell 4730009016

distance 0.23

#11 · Chandrapurcell 4730009219

distance 0.232

#12 · Chandrapurcell 4730008566

distance 0.233

#13 · Chandrapurcell 4730008653

distance 0.235

#14 · Chandrapurcell 4730008809

distance 0.236

#15 · Chandrapurcell 4730008644

distance 0.242

#16 · Chandrapurcell 4730008588

distance 0.243

#17 · Chandrapurcell 4730007575

distance 0.245

#18 · Chandrapurcell 4730009159

distance 0.245

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":4730009213}}}'

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.