Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001191

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750006829

distance 0.153 · cross-district

#2 · Nagpurcell 4840007029

distance 0.198 · cross-district

#3 · Chandrapurcell 4730004471

distance 0.209

#4 · Nagpurcell 4840006496

distance 0.21 · cross-district

#5 · Chandrapurcell 4730001186

distance 0.213

#6 · Nagpurcell 4840006712

distance 0.222 · cross-district

#7 · Chandrapurcell 4730000917

distance 0.231

#8 · Chandrapurcell 4730000589

distance 0.231

#9 · Chandrapurcell 4730000753

distance 0.231

#10 · Chandrapurcell 4730004954

distance 0.232

#11 · Chandrapurcell 4730004584

distance 0.235

#12 · Chandrapurcell 4730005071

distance 0.237

#13 · Nagpurcell 4840005343

distance 0.238 · cross-district

#14 · Chandrapurcell 4730000916

distance 0.24

#15 · Nagpurcell 4840006930

distance 0.241 · cross-district

#16 · Nagpurcell 4840007242

distance 0.242 · cross-district

#17 · Chandrapurcell 4730000673

distance 0.248

#18 · Gadchirolicell 4750006909

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":4730001191}}}'

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.