Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002953

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750008160

distance 0.151 · cross-district

#2 · Chandrapurcell 4730004697

distance 0.187

#3 · Yavatmalcell 5000010277

distance 0.194 · cross-district

#4 · Chandrapurcell 4730004598

distance 0.201

#5 · Chandrapurcell 4730007569

distance 0.212

#6 · Chandrapurcell 4730004696

distance 0.214

#7 · Yavatmalcell 5000007857

distance 0.223 · cross-district

#8 · Chandrapurcell 4730004014

distance 0.223

#9 · Yavatmalcell 5000010896

distance 0.226 · cross-district

#10 · Chandrapurcell 4730004978

distance 0.231

#11 · Chandrapurcell 4730007750

distance 0.233

#12 · Chandrapurcell 4730004695

distance 0.235

#13 · Gadchirolicell 4750008226

distance 0.236 · cross-district

#14 · Chandrapurcell 4730005074

distance 0.237

#15 · Chandrapurcell 4730005366

distance 0.239

#16 · Yavatmalcell 5000004657

distance 0.245 · cross-district

#17 · Amravaticell 4680004087

distance 0.252 · cross-district

#18 · Amravaticell 4680001025

distance 0.252 · 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":4730002953}}}'

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.