Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009407

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009408

distance 0.147

#2 · Bhandaracell 4710001278

distance 0.186 · cross-district

#3 · Nagpurcell 4840000061

distance 0.187 · cross-district

#4 · Gondiacell 4760000689

distance 0.194 · cross-district

#5 · Bhandaracell 4710001527

distance 0.202 · cross-district

#6 · Nagpurcell 4840000137

distance 0.204 · cross-district

#7 · Nagpurcell 4840000136

distance 0.205 · cross-district

#8 · Gadchirolicell 4750010567

distance 0.213 · cross-district

#9 · Nagpurcell 4840000212

distance 0.218 · cross-district

#10 · Nagpurcell 4840000247

distance 0.218 · cross-district

#11 · Chandrapurcell 4730009516

distance 0.226

#12 · Bhandaracell 4710001236

distance 0.229 · cross-district

#13 · Chandrapurcell 4730008732

distance 0.231

#14 · Chandrapurcell 4730009219

distance 0.232

#15 · Chandrapurcell 4730007349

distance 0.234

#16 · Bhandaracell 4710001426

distance 0.234 · cross-district

#17 · Chandrapurcell 4730009461

distance 0.235

#18 · Chandrapurcell 4730009348

distance 0.235

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":4730009407}}}'

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.