Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008708

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008324

distance 0.176

#2 · Chandrapurcell 4730008861

distance 0.191

#3 · Chandrapurcell 4730009219

distance 0.199

#4 · Gadchirolicell 4750010641

distance 0.202 · cross-district

#5 · Chandrapurcell 4730009183

distance 0.207

#6 · Chandrapurcell 4730009003

distance 0.209

#7 · Chandrapurcell 4730008641

distance 0.21

#8 · Chandrapurcell 4730009159

distance 0.213

#9 · Bhandaracell 4710001665

distance 0.219 · cross-district

#10 · Chandrapurcell 4730008785

distance 0.221

#11 · Chandrapurcell 4730008632

distance 0.223

#12 · Gadchirolicell 4750009923

distance 0.224 · cross-district

#13 · Chandrapurcell 4730008710

distance 0.229

#14 · Chandrapurcell 4730009006

distance 0.23

#15 · Chandrapurcell 4730008062

distance 0.232

#16 · Chandrapurcell 4730008480

distance 0.233

#17 · Chandrapurcell 4730008934

distance 0.236

#18 · Chandrapurcell 4730008790

distance 0.237

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":4730008708}}}'

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.