Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000010

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000011

distance 0.157

#2 · Chandrapurcell 4730000015

distance 0.201

#3 · Chandrapurcell 4730000083

distance 0.208

#4 · Chandrapurcell 4730000014

distance 0.208

#5 · Chandrapurcell 4730000050

distance 0.214

#6 · Chandrapurcell 4730000009

distance 0.215

#7 · Chandrapurcell 4730000080

distance 0.219

#8 · Chandrapurcell 4730000082

distance 0.225

#9 · Gadchirolicell 4750001406

distance 0.226 · cross-district

#10 · Gadchirolicell 4750001691

distance 0.227 · cross-district

#11 · Gadchirolicell 4750001454

distance 0.232 · cross-district

#12 · Chandrapurcell 4730000157

distance 0.234

#13 · Chandrapurcell 4730000440

distance 0.235

#14 · Gadchirolicell 4750001318

distance 0.241 · cross-district

#15 · Gadchirolicell 4750001049

distance 0.242 · cross-district

#16 · Chandrapurcell 4730000210

distance 0.243

#17 · Gadchirolicell 4750001116

distance 0.244 · cross-district

#18 · Gadchirolicell 4750001907

distance 0.244 · 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":4730000010}}}'

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.