Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002550

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000919

distance 0.095

#2 · Chandrapurcell 4730002356

distance 0.097

#3 · Chandrapurcell 4730002611

distance 0.107

#4 · Chandrapurcell 4730002551

distance 0.109

#5 · Chandrapurcell 4730002218

distance 0.139

#6 · Chandrapurcell 4730002615

distance 0.169

#7 · Chandrapurcell 4730002612

distance 0.184

#8 · Nagpurcell 4840007334

distance 0.185 · cross-district

#9 · Chandrapurcell 4730000755

distance 0.193

#10 · Chandrapurcell 4730002421

distance 0.196

#11 · Chandrapurcell 4730002290

distance 0.204

#12 · Chandrapurcell 4730002614

distance 0.207

#13 · Gadchirolicell 4750005528

distance 0.208 · cross-district

#14 · Nagpurcell 4840007232

distance 0.209 · cross-district

#15 · Nagpurcell 4840006813

distance 0.215 · cross-district

#16 · Chandrapurcell 4730007267

distance 0.218

#17 · Nagpurcell 4840000072

distance 0.223 · cross-district

#18 · Nagpurcell 4840007023

distance 0.224 · 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":4730002550}}}'

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.