Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009012

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000690

distance 0.183 · cross-district

#2 · Bhandaracell 4710000691

distance 0.197 · cross-district

#3 · Bhandaracell 4710000565

distance 0.205 · cross-district

#4 · Bhandaracell 4710000735

distance 0.212 · cross-district

#5 · Bhandaracell 4710001246

distance 0.215 · cross-district

#6 · Bhandaracell 4710001204

distance 0.228 · cross-district

#7 · Gadchirolicell 4750010775

distance 0.244 · cross-district

#8 · Bhandaracell 4710000645

distance 0.244 · cross-district

#9 · Bhandaracell 4710001244

distance 0.255 · cross-district

#10 · Bhandaracell 4710001286

distance 0.261 · cross-district

#11 · Chandrapurcell 4730009080

distance 0.262

#12 · Chandrapurcell 4730009158

distance 0.265

#13 · Bhandaracell 4710001250

distance 0.266 · cross-district

#14 · Chandrapurcell 4730008649

distance 0.277

#15 · Chandrapurcell 4730008726

distance 0.278

#16 · Chandrapurcell 4730009085

distance 0.279

#17 · Gadchirolicell 4750011991

distance 0.279 · cross-district

#18 · Bhandaracell 4710000810

distance 0.282 · 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":4730009012}}}'

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.