Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004719

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004718

distance 0.161

#2 · Chandrapurcell 4730003802

distance 0.228

#3 · Chandrapurcell 4730005103

distance 0.237

#4 · Chandrapurcell 4730006165

distance 0.248

#5 · Yavatmalcell 5000004342

distance 0.255 · cross-district

#6 · Chandrapurcell 4730003564

distance 0.258

#7 · Chandrapurcell 4730004619

distance 0.261

#8 · Chandrapurcell 4730004265

distance 0.266

#9 · Chhatrapati Sambhajinagarcell 4690002253

distance 0.268 · cross-district

#10 · Gadchirolicell 4750006021

distance 0.268 · cross-district

#11 · Chandrapurcell 4730001563

distance 0.27

#12 · Chandrapurcell 4730003720

distance 0.27

#13 · Chandrapurcell 4730004244

distance 0.271

#14 · Chandrapurcell 4730005201

distance 0.272

#15 · Chandrapurcell 4730003070

distance 0.272

#16 · Nagpurcell 4840005075

distance 0.272 · cross-district

#17 · Jalgaoncell 4780005135

distance 0.272 · cross-district

#18 · Gadchirolicell 4750006734

distance 0.275 · 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":4730004719}}}'

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.