Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005576

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007793

distance 0.175 · cross-district

#2 · Yavatmalcell 5000007833

distance 0.218 · cross-district

#3 · Chandrapurcell 4730005481

distance 0.229

#4 · Gadchirolicell 4750010060

distance 0.236 · cross-district

#5 · Chandrapurcell 4730006375

distance 0.244

#6 · Chandrapurcell 4730009535

distance 0.261

#7 · Chandrapurcell 4730006822

distance 0.262

#8 · Bhandaracell 4710000351

distance 0.267 · cross-district

#9 · Gadchirolicell 4750010833

distance 0.267 · cross-district

#10 · Chandrapurcell 4730009593

distance 0.268

#11 · Chandrapurcell 4730009200

distance 0.269

#12 · Nagpurcell 4840001341

distance 0.269 · cross-district

#13 · Bhandaracell 4710003248

distance 0.27 · cross-district

#14 · Bhandaracell 4710001473

distance 0.271 · cross-district

#15 · Yavatmalcell 5000009576

distance 0.271 · cross-district

#16 · Yavatmalcell 5000007923

distance 0.272 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690007287

distance 0.272 · cross-district

#18 · Amravaticell 4680010438

distance 0.273 · 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":4730005576}}}'

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.