Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006738

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006170

distance 0.121

#2 · Chandrapurcell 4730005488

distance 0.127

#3 · Chandrapurcell 4730006627

distance 0.148

#4 · Chandrapurcell 4730006993

distance 0.152

#5 · Nagpurcell 4840000221

distance 0.155 · cross-district

#6 · Yavatmalcell 5000006427

distance 0.158 · cross-district

#7 · Nagpurcell 4840000220

distance 0.159 · cross-district

#8 · Chandrapurcell 4730007097

distance 0.159

#9 · Chandrapurcell 4730002681

distance 0.162

#10 · Chandrapurcell 4730002809

distance 0.162

#11 · Nagpurcell 4840002361

distance 0.163 · cross-district

#12 · Chandrapurcell 4730002739

distance 0.166

#13 · Chandrapurcell 4730005712

distance 0.169

#14 · Nagpurcell 4840001794

distance 0.172 · cross-district

#15 · Nagpurcell 4840000353

distance 0.173 · cross-district

#16 · Chandrapurcell 4730006282

distance 0.175

#17 · Wardhacell 4980000338

distance 0.178 · cross-district

#18 · Nagpurcell 4840000747

distance 0.179 · 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":4730006738}}}'

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.