Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004557

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

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010059

distance 0.238 · cross-district

#2 · Chandrapurcell 4730004957

distance 0.243

#3 · Gadchirolicell 4750009806

distance 0.255 · cross-district

#4 · Chandrapurcell 4730004664

distance 0.256

#5 · Yavatmalcell 5000004612

distance 0.268 · cross-district

#6 · Chandrapurcell 4730005369

distance 0.271

#7 · Chandrapurcell 4730005658

distance 0.277

#8 · Amravaticell 4680004999

distance 0.291 · cross-district

#9 · Chandrapurcell 4730007351

distance 0.291

#10 · Nagpurcell 4840000762

distance 0.291 · cross-district

#11 · Chandrapurcell 4730007120

distance 0.295

#12 · Yavatmalcell 5000007833

distance 0.295 · cross-district

#13 · Bhandaracell 4710001469

distance 0.297 · cross-district

#14 · Yavatmalcell 5000005465

distance 0.297 · cross-district

#15 · Bhandaracell 4710000922

distance 0.298 · cross-district

#16 · Nagpurcell 4840005732

distance 0.299 · cross-district

#17 · Gadchirolicell 4750009745

distance 0.3 · cross-district

#18 · Gadchirolicell 4750010060

distance 0.301 · 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":4730004557}}}'

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.