Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002432

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001419

distance 0.201

#2 · Chandrapurcell 4730002499

distance 0.209

#3 · Nagpurcell 4840001450

distance 0.214 · cross-district

#4 · Chandrapurcell 4730003377

distance 0.224

#5 · Nagpurcell 4840002365

distance 0.225 · cross-district

#6 · Nandedcell 4850000805

distance 0.226 · cross-district

#7 · Chandrapurcell 4730002430

distance 0.227

#8 · Washimcell 4990000854

distance 0.229 · cross-district

#9 · Nandedcell 4850000757

distance 0.23 · cross-district

#10 · Chandrapurcell 4730000964

distance 0.23

#11 · Yavatmalcell 5000010805

distance 0.231 · cross-district

#12 · Nandedcell 4850000576

distance 0.231 · cross-district

#13 · Chandrapurcell 4730002508

distance 0.235

#14 · Beedcell 4700004668

distance 0.235 · cross-district

#15 · Chandrapurcell 4730002311

distance 0.238

#16 · Jalgaoncell 4780005961

distance 0.238 · cross-district

#17 · Chandrapurcell 4730003877

distance 0.238

#18 · Nandedcell 4850000166

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":4730002432}}}'

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.