Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002319

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002754

distance 0.237

#2 · Chandrapurcell 4730002753

distance 0.247

#3 · Chandrapurcell 4730001411

distance 0.265

#4 · Yavatmalcell 5000002825

distance 0.282 · cross-district

#5 · Yavatmalcell 5000001486

distance 0.286 · cross-district

#6 · Jalgaoncell 4780006699

distance 0.288 · cross-district

#7 · Washimcell 4990000112

distance 0.289 · cross-district

#8 · Yavatmalcell 5000005981

distance 0.316 · cross-district

#9 · Yavatmalcell 5000007575

distance 0.325 · cross-district

#10 · Bhandaracell 4710000644

distance 0.331 · cross-district

#11 · Yavatmalcell 5000002485

distance 0.342 · cross-district

#12 · Chandrapurcell 4730004048

distance 0.345

#13 · Chandrapurcell 4730002249

distance 0.346

#14 · Jalgaoncell 4780007186

distance 0.35 · cross-district

#15 · Chandrapurcell 4730002092

distance 0.351

#16 · Chandrapurcell 4730005153

distance 0.354

#17 · Yavatmalcell 5000005825

distance 0.356 · cross-district

#18 · Gadchirolicell 4750005864

distance 0.357 · 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":4730002319}}}'

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.