Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000166

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009573

distance 0.136 · cross-district

#2 · Nagpurcell 4840000058

distance 0.145

#3 · Nagpurcell 4840000134

distance 0.192

#4 · Nagpurcell 4840000197

distance 0.194

#5 · Gadchirolicell 4750010916

distance 0.2 · cross-district

#6 · Gadchirolicell 4750010254

distance 0.202 · cross-district

#7 · Gadchirolicell 4750010501

distance 0.211 · cross-district

#8 · Chandrapurcell 4730009465

distance 0.213 · cross-district

#9 · Nagpurcell 4840006380

distance 0.215

#10 · Bhandaracell 4710000646

distance 0.216 · cross-district

#11 · Gadchirolicell 4750010569

distance 0.22 · cross-district

#12 · Gadchirolicell 4750009739

distance 0.221 · cross-district

#13 · Bhandaracell 4710001251

distance 0.23 · cross-district

#14 · Chandrapurcell 4730009401

distance 0.23 · cross-district

#15 · Gadchirolicell 4750010514

distance 0.231 · cross-district

#16 · Chandrapurcell 4730009675

distance 0.231 · cross-district

#17 · Gadchirolicell 4750010190

distance 0.232 · cross-district

#18 · Chandrapurcell 4730009517

distance 0.232 · 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":4840000166}}}'

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.