Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009152

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009084

distance 0.134

#2 · Chandrapurcell 4730009010

distance 0.157

#3 · Chandrapurcell 4730009151

distance 0.172

#4 · Chandrapurcell 4730009104

distance 0.179

#5 · Chandrapurcell 4730006416

distance 0.201

#6 · Chandrapurcell 4730006301

distance 0.201

#7 · Chandrapurcell 4730005738

distance 0.206

#8 · Chandrapurcell 4730005526

distance 0.207

#9 · Chandrapurcell 4730009009

distance 0.208

#10 · Chandrapurcell 4730009033

distance 0.208

#11 · Chandrapurcell 4730006426

distance 0.211

#12 · Chandrapurcell 4730006080

distance 0.212

#13 · Yavatmalcell 5000007165

distance 0.212 · cross-district

#14 · Chandrapurcell 4730005527

distance 0.213

#15 · Chandrapurcell 4730006415

distance 0.215

#16 · Nagpurcell 4840000003

distance 0.216 · cross-district

#17 · Chandrapurcell 4730006300

distance 0.218

#18 · Bhandaracell 4710000774

distance 0.218 · 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":4730009152}}}'

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.