Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009681

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009642

distance 0.145

#2 · Chandrapurcell 4730009722

distance 0.174

#3 · Nagpurcell 4840000973

distance 0.181 · cross-district

#4 · Chandrapurcell 4730009641

distance 0.181

#5 · Nagpurcell 4840001189

distance 0.182 · cross-district

#6 · Yavatmalcell 5000008424

distance 0.188 · cross-district

#7 · Chandrapurcell 4730009376

distance 0.192

#8 · Chandrapurcell 4730009683

distance 0.192

#9 · Nagpurcell 4840000419

distance 0.195 · cross-district

#10 · Nagpurcell 4840004193

distance 0.196 · cross-district

#11 · Bhandaracell 4710001870

distance 0.201 · cross-district

#12 · Nagpurcell 4840000422

distance 0.204 · cross-district

#13 · Chandrapurcell 4730009588

distance 0.205

#14 · Chandrapurcell 4730005800

distance 0.21

#15 · Nagpurcell 4840000975

distance 0.211 · cross-district

#16 · Nagpurcell 4840004206

distance 0.211 · cross-district

#17 · Nagpurcell 4840000376

distance 0.212 · cross-district

#18 · Nagpurcell 4840004194

distance 0.212 · 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":4730009681}}}'

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.