Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008126

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

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009318

distance 0.215

#2 · Gondiacell 4760000632

distance 0.256 · cross-district

#3 · Nagpurcell 4840003749

distance 0.298 · cross-district

#4 · Chandrapurcell 4730007937

distance 0.319

#5 · Chandrapurcell 4730008031

distance 0.326

#6 · Nagpurcell 4840003946

distance 0.329 · cross-district

#7 · Bhandaracell 4710000229

distance 0.342 · cross-district

#8 · Chandrapurcell 4730008125

distance 0.345

#9 · Gadchirolicell 4750010645

distance 0.354 · cross-district

#10 · Jalgaoncell 4780000295

distance 0.36 · cross-district

#11 · Chandrapurcell 4730008551

distance 0.364

#12 · Ahmednagarcell 4660014279

distance 0.365 · cross-district

#13 · Bhandaracell 4710000230

distance 0.369 · cross-district

#14 · Bhandaracell 4710001330

distance 0.369 · cross-district

#15 · Bhandaracell 4710001325

distance 0.371 · cross-district

#16 · Ahmednagarcell 4660014317

distance 0.378 · cross-district

#17 · Chandrapurcell 4730008706

distance 0.385

#18 · Chandrapurcell 4730007224

distance 0.387

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":4730008126}}}'

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.