Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009472

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000530

distance 0.118 · cross-district

#2 · Nagpurcell 4840000331

distance 0.127 · cross-district

#3 · Nagpurcell 4840000189

distance 0.127 · cross-district

#4 · Nagpurcell 4840000472

distance 0.152 · cross-district

#5 · Nagpurcell 4840000706

distance 0.16 · cross-district

#6 · Chandrapurcell 4730008886

distance 0.16

#7 · Chandrapurcell 4730009636

distance 0.162

#8 · Nagpurcell 4840000421

distance 0.164 · cross-district

#9 · Nagpurcell 4840000186

distance 0.166 · cross-district

#10 · Chandrapurcell 4730008736

distance 0.172

#11 · Gondiacell 4760000984

distance 0.175 · cross-district

#12 · Gondiacell 4760000394

distance 0.188 · cross-district

#13 · Yavatmalcell 5000006486

distance 0.189 · cross-district

#14 · Chandrapurcell 4730009686

distance 0.191

#15 · Gondiacell 4760001101

distance 0.196 · cross-district

#16 · Nagpurcell 4840000329

distance 0.196 · cross-district

#17 · Chandrapurcell 4730006773

distance 0.197

#18 · Nagpurcell 4840000288

distance 0.199 · 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":4730009472}}}'

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.