Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004337

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004052

distance 0.141

#2 · Chandrapurcell 4730003690

distance 0.144

#3 · Chandrapurcell 4730003692

distance 0.158

#4 · Chandrapurcell 4730003964

distance 0.165

#5 · Chandrapurcell 4730004042

distance 0.17

#6 · Chandrapurcell 4730002901

distance 0.17

#7 · Chandrapurcell 4730003678

distance 0.193

#8 · Chandrapurcell 4730004515

distance 0.199

#9 · Chandrapurcell 4730001382

distance 0.201

#10 · Chandrapurcell 4730003109

distance 0.202

#11 · Chandrapurcell 4730003167

distance 0.205

#12 · Yavatmalcell 5000002050

distance 0.213 · cross-district

#13 · Chandrapurcell 4730003303

distance 0.22

#14 · Jalgaoncell 4780003311

distance 0.22 · cross-district

#15 · Chandrapurcell 4730003170

distance 0.222

#16 · Hingolicell 4770000387

distance 0.223 · cross-district

#17 · Chandrapurcell 4730003392

distance 0.223

#18 · Chandrapurcell 4730003530

distance 0.224

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":4730004337}}}'

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.