Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002399

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002527

distance 0.145

#2 · Chandrapurcell 4730001884

distance 0.157

#3 · Chandrapurcell 4730002334

distance 0.167

#4 · Chandrapurcell 4730002530

distance 0.173

#5 · Chandrapurcell 4730002206

distance 0.175

#6 · Chandrapurcell 4730002466

distance 0.182

#7 · Chandrapurcell 4730002787

distance 0.187

#8 · Chandrapurcell 4730001628

distance 0.192

#9 · Chandrapurcell 4730002517

distance 0.196

#10 · Chandrapurcell 4730002464

distance 0.196

#11 · Chandrapurcell 4730002459

distance 0.205

#12 · Chandrapurcell 4730002214

distance 0.212

#13 · Chandrapurcell 4730002398

distance 0.212

#14 · Chandrapurcell 4730002461

distance 0.218

#15 · Yavatmalcell 5000007164

distance 0.222 · cross-district

#16 · Chandrapurcell 4730003063

distance 0.223

#17 · Chandrapurcell 4730002716

distance 0.224

#18 · Chandrapurcell 4730002531

distance 0.225

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":4730002399}}}'

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.