Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007299

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007410

distance 0.099

#2 · Chandrapurcell 4730007300

distance 0.132

#3 · Chandrapurcell 4730007903

distance 0.158

#4 · Bhandaracell 4710000208

distance 0.167 · cross-district

#5 · Nagpurcell 4840001097

distance 0.176 · cross-district

#6 · Chandrapurcell 4730008056

distance 0.176

#7 · Yavatmalcell 5000007336

distance 0.181 · cross-district

#8 · Wardhacell 4980001097

distance 0.181 · cross-district

#9 · Chandrapurcell 4730008509

distance 0.182

#10 · Chandrapurcell 4730007184

distance 0.185

#11 · Chandrapurcell 4730007571

distance 0.186

#12 · Chandrapurcell 4730007955

distance 0.188

#13 · Wardhacell 4980003232

distance 0.188 · cross-district

#14 · Chandrapurcell 4730007183

distance 0.19

#15 · Chandrapurcell 4730008315

distance 0.19

#16 · Chandrapurcell 4730007575

distance 0.192

#17 · Wardhacell 4980000305

distance 0.192 · cross-district

#18 · Chandrapurcell 4730007340

distance 0.193

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":4730007299}}}'

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.