Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004072

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003000

distance 0.175

#2 · Amravaticell 4680005899

distance 0.21 · cross-district

#3 · Chandrapurcell 4730002930

distance 0.217

#4 · Chandrapurcell 4730003891

distance 0.23

#5 · Gadchirolicell 4750005874

distance 0.236 · cross-district

#6 · Akolacell 4670003350

distance 0.239 · cross-district

#7 · Gadchirolicell 4750005548

distance 0.24 · cross-district

#8 · Gadchirolicell 4750005699

distance 0.241 · cross-district

#9 · Yavatmalcell 5000007152

distance 0.241 · cross-district

#10 · Gadchirolicell 4750006073

distance 0.242 · cross-district

#11 · Hingolicell 4770004011

distance 0.242 · cross-district

#12 · Chandrapurcell 4730003677

distance 0.243

#13 · Gadchirolicell 4750005611

distance 0.245 · cross-district

#14 · Yavatmalcell 5000001671

distance 0.249 · cross-district

#15 · Parbhanicell 4890002132

distance 0.253 · cross-district

#16 · Chandrapurcell 4730002151

distance 0.256

#17 · Chhatrapati Sambhajinagarcell 4690001162

distance 0.257 · cross-district

#18 · Jalgaoncell 4780007777

distance 0.257 · 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":4730004072}}}'

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.