Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004682

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006664

distance 0.15

#2 · Chandrapurcell 4730005245

distance 0.153

#3 · Gondiacell 4760000306

distance 0.179 · cross-district

#4 · Gadchirolicell 4750011454

distance 0.183 · cross-district

#5 · Chandrapurcell 4730007232

distance 0.186

#6 · Gadchirolicell 4750010129

distance 0.191 · cross-district

#7 · Chandrapurcell 4730005050

distance 0.193

#8 · Chandrapurcell 4730004671

distance 0.197

#9 · Chandrapurcell 4730009311

distance 0.2

#10 · Gadchirolicell 4750011177

distance 0.202 · cross-district

#11 · Chandrapurcell 4730007121

distance 0.204

#12 · Chandrapurcell 4730009139

distance 0.206

#13 · Gadchirolicell 4750011107

distance 0.207 · cross-district

#14 · Chandrapurcell 4730004483

distance 0.208

#15 · Chandrapurcell 4730005052

distance 0.21

#16 · Chandrapurcell 4730003919

distance 0.212

#17 · Gadchirolicell 4750010433

distance 0.215 · cross-district

#18 · Chandrapurcell 4730004105

distance 0.216

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":4730004682}}}'

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.