Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000714

The MH-36 locality cells most similar to this Nagpur 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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001211

distance 0.149

#2 · Nagpurcell 4840000654

distance 0.156

#3 · Chandrapurcell 4730008282

distance 0.159 · cross-district

#4 · Gadchirolicell 4750009241

distance 0.162 · cross-district

#5 · Gadchirolicell 4750009198

distance 0.168 · cross-district

#6 · Chandrapurcell 4730007797

distance 0.17 · cross-district

#7 · Chandrapurcell 4730009097

distance 0.172 · cross-district

#8 · Bhandaracell 4710000212

distance 0.173 · cross-district

#9 · Bhandaracell 4710001476

distance 0.174 · cross-district

#10 · Nagpurcell 4840000534

distance 0.175

#11 · Nagpurcell 4840000901

distance 0.175

#12 · Gadchirolicell 4750012420

distance 0.176 · cross-district

#13 · Chandrapurcell 4730007580

distance 0.177 · cross-district

#14 · Nagpurcell 4840000617

distance 0.181

#15 · Nagpurcell 4840000179

distance 0.182

#16 · Gondiacell 4760000740

distance 0.183 · cross-district

#17 · Gadchirolicell 4750010376

distance 0.183 · cross-district

#18 · Gadchirolicell 4750007548

distance 0.183 · 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":484,"cluster_id":4840000714}}}'

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.