Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003772

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000966

distance 0.17

#2 · Chandrapurcell 4730003870

distance 0.173

#3 · Yavatmalcell 5000002339

distance 0.223 · cross-district

#4 · Chandrapurcell 4730003959

distance 0.23

#5 · Yavatmalcell 5000002599

distance 0.239 · cross-district

#6 · Chandrapurcell 4730001739

distance 0.244

#7 · Yavatmalcell 5000001548

distance 0.246 · cross-district

#8 · Nagpurcell 4840000812

distance 0.251 · cross-district

#9 · Chandrapurcell 4730000700

distance 0.251

#10 · Washimcell 4990000610

distance 0.252 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001480

distance 0.253 · cross-district

#12 · Gadchirolicell 4750006029

distance 0.254 · cross-district

#13 · Nandedcell 4850003997

distance 0.257 · cross-district

#14 · Chandrapurcell 4730004232

distance 0.257

#15 · Nandedcell 4850003934

distance 0.258 · cross-district

#16 · Jalgaoncell 4780005515

distance 0.261 · cross-district

#17 · Nagpurcell 4840007206

distance 0.262 · cross-district

#18 · Jalgaoncell 4780004993

distance 0.266 · 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":4730003772}}}'

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.