Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008084

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008500

distance 0.138

#2 · Chandrapurcell 4730009159

distance 0.148

#3 · Chandrapurcell 4730007668

distance 0.155

#4 · Chandrapurcell 4730007778

distance 0.155

#5 · Chandrapurcell 4730008422

distance 0.184

#6 · Chandrapurcell 4730007665

distance 0.192

#7 · Chandrapurcell 4730007987

distance 0.193

#8 · Chandrapurcell 4730008806

distance 0.199

#9 · Wardhacell 4980000679

distance 0.2 · cross-district

#10 · Chandrapurcell 4730008266

distance 0.204

#11 · Bhandaracell 4710000269

distance 0.211 · cross-district

#12 · Chandrapurcell 4730007730

distance 0.215

#13 · Chandrapurcell 4730007657

distance 0.218

#14 · Chandrapurcell 4730007435

distance 0.219

#15 · Chandrapurcell 4730008267

distance 0.22

#16 · Gondiacell 4760000688

distance 0.222 · cross-district

#17 · Chandrapurcell 4730008168

distance 0.223

#18 · Chandrapurcell 4730009219

distance 0.223

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":4730008084}}}'

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.