Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003887

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003570

distance 0.136

#2 · Chandrapurcell 4730003641

distance 0.141

#3 · Chandrapurcell 4730003727

distance 0.147

#4 · Chandrapurcell 4730001898

distance 0.153

#5 · Chandrapurcell 4730006780

distance 0.159

#6 · Gadchirolicell 4750005176

distance 0.16 · cross-district

#7 · Chandrapurcell 4730002139

distance 0.167

#8 · Chandrapurcell 4730002280

distance 0.169

#9 · Chandrapurcell 4730002736

distance 0.171

#10 · Amravaticell 4680000418

distance 0.173 · cross-district

#11 · Chandrapurcell 4730003709

distance 0.174

#12 · Amravaticell 4680000524

distance 0.175 · cross-district

#13 · Gadchirolicell 4750005263

distance 0.176 · cross-district

#14 · Chandrapurcell 4730003146

distance 0.177

#15 · Amravaticell 4680000731

distance 0.177 · cross-district

#16 · Chandrapurcell 4730002476

distance 0.178

#17 · Amravaticell 4680000412

distance 0.178 · cross-district

#18 · Chandrapurcell 4730002413

distance 0.178

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":4730003887}}}'

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.