Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009103

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009234

distance 0.117

#2 · Chandrapurcell 4730009172

distance 0.146

#3 · Yavatmalcell 5000007158

distance 0.218 · cross-district

#4 · Chandrapurcell 4730008964

distance 0.222

#5 · Chandrapurcell 4730009420

distance 0.224

#6 · Chandrapurcell 4730009032

distance 0.229

#7 · Yavatmalcell 5000007288

distance 0.229 · cross-district

#8 · Yavatmalcell 5000007159

distance 0.237 · cross-district

#9 · Chandrapurcell 4730008890

distance 0.237

#10 · Yavatmalcell 5000004949

distance 0.245 · cross-district

#11 · Chandrapurcell 4730009235

distance 0.248

#12 · Chandrapurcell 4730008892

distance 0.25

#13 · Chandrapurcell 4730007333

distance 0.254

#14 · Chandrapurcell 4730009104

distance 0.258

#15 · Nagpurcell 4840000003

distance 0.259 · cross-district

#16 · Chandrapurcell 4730008961

distance 0.26

#17 · Yavatmalcell 5000007160

distance 0.26 · cross-district

#18 · Yavatmalcell 5000007157

distance 0.264 · cross-district

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":4730009103}}}'

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.