Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002617

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

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000133

distance 0.159

#2 · Chandrapurcell 4730000833

distance 0.185

#3 · Chandrapurcell 4730000434

distance 0.199

#4 · Nagpurcell 4840007613

distance 0.212 · cross-district

#5 · Chandrapurcell 4730000840

distance 0.213

#6 · Nagpurcell 4840007533

distance 0.22 · cross-district

#7 · Gadchirolicell 4750004971

distance 0.226 · cross-district

#8 · Chandrapurcell 4730000100

distance 0.228

#9 · Yavatmalcell 5000006617

distance 0.228 · cross-district

#10 · Nagpurcell 4840000119

distance 0.231 · cross-district

#11 · Nagpurcell 4840001270

distance 0.231 · cross-district

#12 · Nagpurcell 4840001802

distance 0.232 · cross-district

#13 · Nagpurcell 4840002168

distance 0.232 · cross-district

#14 · Chandrapurcell 4730006558

distance 0.237

#15 · Nagpurcell 4840008117

distance 0.246 · cross-district

#16 · Chandrapurcell 4730001908

distance 0.251

#17 · Yavatmalcell 5000003536

distance 0.259 · cross-district

#18 · Nagpurcell 4840007920

distance 0.26 · 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":4730002617}}}'

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.