Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006933

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007161

distance 0.175

#2 · Chandrapurcell 4730007387

distance 0.211

#3 · Chandrapurcell 4730006818

distance 0.22

#4 · Yavatmalcell 5000006226

distance 0.227 · cross-district

#5 · Chandrapurcell 4730007048

distance 0.238

#6 · Chandrapurcell 4730007159

distance 0.245

#7 · Yavatmalcell 5000003004

distance 0.249 · cross-district

#8 · Nagpurcell 4840001673

distance 0.256 · cross-district

#9 · Chandrapurcell 4730006930

distance 0.258

#10 · Nagpurcell 4840007019

distance 0.258 · cross-district

#11 · Yavatmalcell 5000003166

distance 0.26 · cross-district

#12 · Nagpurcell 4840001949

distance 0.263 · cross-district

#13 · Chandrapurcell 4730007505

distance 0.265

#14 · Yavatmalcell 5000007556

distance 0.271 · cross-district

#15 · Nagpurcell 4840003993

distance 0.273 · cross-district

#16 · Chandrapurcell 4730006929

distance 0.273

#17 · Yavatmalcell 5000004411

distance 0.273 · cross-district

#18 · Yavatmalcell 5000007557

distance 0.281 · 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":4730006933}}}'

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.