Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002547

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001187

distance 0.168

#2 · Chandrapurcell 4730001004

distance 0.17

#3 · Chandrapurcell 4730001192

distance 0.188

#4 · Chandrapurcell 4730002420

distance 0.189

#5 · Chandrapurcell 4730006609

distance 0.217

#6 · Chandrapurcell 4730006667

distance 0.217

#7 · Chandrapurcell 4730006828

distance 0.221

#8 · Nagpurcell 4840007237

distance 0.223 · cross-district

#9 · Nagpurcell 4840007875

distance 0.226 · cross-district

#10 · Nagpurcell 4840007235

distance 0.227 · cross-district

#11 · Wardhacell 4980000451

distance 0.23 · cross-district

#12 · Wardhacell 4980000067

distance 0.231 · cross-district

#13 · Wardhacell 4980000123

distance 0.234 · cross-district

#14 · Chandrapurcell 4730001835

distance 0.236

#15 · Gadchirolicell 4750005416

distance 0.236 · cross-district

#16 · Nagpurcell 4840005987

distance 0.239 · cross-district

#17 · Chandrapurcell 4730004860

distance 0.24

#18 · Nagpurcell 4840006490

distance 0.24 · 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":4730002547}}}'

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.