Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000236

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007536

distance 0.21 · cross-district

#2 · Bhandaracell 4710000741

distance 0.215 · cross-district

#3 · Bhandaracell 4710000928

distance 0.217 · cross-district

#4 · Bhandaracell 4710001248

distance 0.222 · cross-district

#5 · Chandrapurcell 4730009515

distance 0.222 · cross-district

#6 · Gadchirolicell 4750010180

distance 0.235 · cross-district

#7 · Gondiacell 4760001236

distance 0.237 · cross-district

#8 · Yavatmalcell 5000004947

distance 0.239 · cross-district

#9 · Nagpurcell 4840000198

distance 0.243

#10 · Bhandaracell 4710000738

distance 0.243 · cross-district

#11 · Gadchirolicell 4750011306

distance 0.25 · cross-district

#12 · Yavatmalcell 5000004946

distance 0.251 · cross-district

#13 · Bhandaracell 4710000915

distance 0.251 · cross-district

#14 · Yavatmalcell 5000005939

distance 0.252 · cross-district

#15 · Bhandaracell 4710001225

distance 0.252 · cross-district

#16 · Chandrapurcell 4730005636

distance 0.254 · cross-district

#17 · Bhandaracell 4710001327

distance 0.256 · cross-district

#18 · Nagpurcell 4840007620

distance 0.259

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":4840000236}}}'

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.