Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000511

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000674

distance 0.172

#2 · Gadchirolicell 4750006678

distance 0.187 · cross-district

#3 · Gadchirolicell 4750006752

distance 0.191 · cross-district

#4 · Chandrapurcell 4730001278

distance 0.194

#5 · Gadchirolicell 4750005768

distance 0.21 · cross-district

#6 · Gadchirolicell 4750006755

distance 0.211 · cross-district

#7 · Chandrapurcell 4730002487

distance 0.215

#8 · Nagpurcell 4840008064

distance 0.227 · cross-district

#9 · Gadchirolicell 4750006453

distance 0.236 · cross-district

#10 · Gadchirolicell 4750006284

distance 0.24 · cross-district

#11 · Chandrapurcell 4730000593

distance 0.244

#12 · Jalgaoncell 4780008899

distance 0.246 · cross-district

#13 · Gadchirolicell 4750001264

distance 0.247 · cross-district

#14 · Chandrapurcell 4730000675

distance 0.248

#15 · Chandrapurcell 4730004866

distance 0.249

#16 · Nagpurcell 4840006690

distance 0.249 · cross-district

#17 · Gadchirolicell 4750006456

distance 0.249 · cross-district

#18 · Jalgaoncell 4780008595

distance 0.25 · 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":473,"cluster_id":4730000511}}}'

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.