Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007435

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009219

distance 0.085

#2 · Chandrapurcell 4730008267

distance 0.087

#3 · Chandrapurcell 4730007665

distance 0.106

#4 · Chandrapurcell 4730009092

distance 0.129

#5 · Chandrapurcell 4730008500

distance 0.131

#6 · Chandrapurcell 4730009159

distance 0.161

#7 · Chandrapurcell 4730009552

distance 0.171

#8 · Wardhacell 4980000677

distance 0.172 · cross-district

#9 · Chandrapurcell 4730007320

distance 0.175

#10 · Chandrapurcell 4730008423

distance 0.176

#11 · Chandrapurcell 4730008805

distance 0.177

#12 · Wardhacell 4980001022

distance 0.178 · cross-district

#13 · Chandrapurcell 4730008093

distance 0.179

#14 · Chandrapurcell 4730008422

distance 0.179

#15 · Chandrapurcell 4730007778

distance 0.18

#16 · Gondiacell 4760000689

distance 0.181 · cross-district

#17 · Chandrapurcell 4730008525

distance 0.182

#18 · Chandrapurcell 4730009091

distance 0.183

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":4730007435}}}'

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.