Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002974

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003178

distance 0.206

#2 · Chandrapurcell 4730004056

distance 0.216

#3 · Nandedcell 4850003856

distance 0.227 · cross-district

#4 · Chandrapurcell 4730002316

distance 0.23

#5 · Chandrapurcell 4730003240

distance 0.232

#6 · Yavatmalcell 5000003937

distance 0.234 · cross-district

#7 · Yavatmalcell 5000002907

distance 0.235 · cross-district

#8 · Akolacell 4670002334

distance 0.241 · cross-district

#9 · Chandrapurcell 4730002766

distance 0.247

#10 · Kolhapurcell 4800003870

distance 0.248 · cross-district

#11 · Chandrapurcell 4730004055

distance 0.249

#12 · Chandrapurcell 4730003875

distance 0.249

#13 · Chandrapurcell 4730003241

distance 0.249

#14 · Chandrapurcell 4730003611

distance 0.249

#15 · Chandrapurcell 4730003243

distance 0.25

#16 · Chandrapurcell 4730001086

distance 0.251

#17 · Chandrapurcell 4730001827

distance 0.253

#18 · Yavatmalcell 5000001479

distance 0.253 · 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":4730002974}}}'

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.