Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009570

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000016

distance 0.106 · cross-district

#2 · Chandrapurcell 4730007606

distance 0.147

#3 · Chandrapurcell 4730007569

distance 0.176

#4 · Chandrapurcell 4730009512

distance 0.188

#5 · Chandrapurcell 4730009333

distance 0.194

#6 · Chandrapurcell 4730007150

distance 0.202

#7 · Chandrapurcell 4730007492

distance 0.227

#8 · Gadchirolicell 4750009783

distance 0.233 · cross-district

#9 · Gondiacell 4760000655

distance 0.236 · cross-district

#10 · Gondiacell 4760000714

distance 0.244 · cross-district

#11 · Nagpurcell 4840003847

distance 0.25 · cross-district

#12 · Chandrapurcell 4730007264

distance 0.256

#13 · Gondiacell 4760000767

distance 0.26 · cross-district

#14 · Bhandaracell 4710001838

distance 0.264 · cross-district

#15 · Chandrapurcell 4730005469

distance 0.27

#16 · Gondiacell 4760000828

distance 0.27 · cross-district

#17 · Chandrapurcell 4730009674

distance 0.275

#18 · Chandrapurcell 4730006921

distance 0.277

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":4730009570}}}'

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.