Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006095

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006210

distance 0.11

#2 · Chandrapurcell 4730007238

distance 0.126

#3 · Chandrapurcell 4730006556

distance 0.133

#4 · Chandrapurcell 4730007012

distance 0.138

#5 · Gadchirolicell 4750010316

distance 0.153 · cross-district

#6 · Chandrapurcell 4730005979

distance 0.16

#7 · Gadchirolicell 4750010314

distance 0.175 · cross-district

#8 · Chandrapurcell 4730007130

distance 0.181

#9 · Chandrapurcell 4730007013

distance 0.181

#10 · Gondiacell 4760000146

distance 0.185 · cross-district

#11 · Gadchirolicell 4750011244

distance 0.186 · cross-district

#12 · Gadchirolicell 4750010570

distance 0.197 · cross-district

#13 · Gadchirolicell 4750009989

distance 0.199 · cross-district

#14 · Chandrapurcell 4730006580

distance 0.2

#15 · Gadchirolicell 4750011934

distance 0.202 · cross-district

#16 · Chandrapurcell 4730005647

distance 0.203

#17 · Gadchirolicell 4750010256

distance 0.204 · cross-district

#18 · Gadchirolicell 4750003411

distance 0.205 · 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":4730006095}}}'

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.