Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009206

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008924

distance 0.15

#2 · Chandrapurcell 4730008997

distance 0.179

#3 · Gadchirolicell 4750010663

distance 0.203 · cross-district

#4 · Chandrapurcell 4730008925

distance 0.214

#5 · Gondiacell 4760000071

distance 0.218 · cross-district

#6 · Gadchirolicell 4750010507

distance 0.224 · cross-district

#7 · Yavatmalcell 5000004083

distance 0.226 · cross-district

#8 · Chandrapurcell 4730009315

distance 0.226

#9 · Chandrapurcell 4730004591

distance 0.228

#10 · Gadchirolicell 4750011723

distance 0.23 · cross-district

#11 · Gadchirolicell 4750011983

distance 0.233 · cross-district

#12 · Bhandaracell 4710000245

distance 0.236 · cross-district

#13 · Chandrapurcell 4730009391

distance 0.236

#14 · Gadchirolicell 4750011314

distance 0.238 · cross-district

#15 · Chandrapurcell 4730005658

distance 0.239

#16 · Chandrapurcell 4730009068

distance 0.24

#17 · Chandrapurcell 4730008773

distance 0.241

#18 · Chandrapurcell 4730009160

distance 0.242

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":4730009206}}}'

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.