Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008755

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001423

distance 0.158 · cross-district

#2 · Chandrapurcell 4730008973

distance 0.211

#3 · Gadchirolicell 4750010841

distance 0.215 · cross-district

#4 · Chandrapurcell 4730005878

distance 0.228

#5 · Gondiacell 4760001193

distance 0.232 · cross-district

#6 · Bhandaracell 4710001829

distance 0.234 · cross-district

#7 · Chandrapurcell 4730005661

distance 0.256

#8 · Chandrapurcell 4730006457

distance 0.258

#9 · Gadchirolicell 4750011878

distance 0.264 · cross-district

#10 · Gadchirolicell 4750011522

distance 0.264 · cross-district

#11 · Gondiacell 4760001147

distance 0.27 · cross-district

#12 · Chandrapurcell 4730007569

distance 0.27

#13 · Chandrapurcell 4730007008

distance 0.274

#14 · Chandrapurcell 4730008597

distance 0.277

#15 · Bhandaracell 4710001145

distance 0.283 · cross-district

#16 · Bhandaracell 4710001202

distance 0.283 · cross-district

#17 · Bhandaracell 4710000778

distance 0.284 · cross-district

#18 · Bhandaracell 4710000607

distance 0.286 · 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":4730008755}}}'

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.